Posts by Tag

Classification

[Deep Learning] Classification of Cats and Dogs

11/23/2021 ↪AI ↪DeepLearning

☑Classification ☑DataAugmentation ☑Dropout

7 minute read

[Deep Learning] Classification using Transfer learning

11/23/2021 ↪AI ↪DeepLearning

☑Classification ☑TransferLearning ☑Filter ☑FeatureMap

16 minute read

Classification using Transfer learning

[Machine Learning] 지도 학습

10/13/2021 ↪AI ↪MachineLearning

☑SupervisedLearning ☑Classification ☑Regression

4 minute read

[Machine Learning] Performance Evaluation

09/29/2021 ↪AI ↪MachineLearning

☑Regression ☑Classification ☑Metrics

5 minute read

Setup

[Machine Learning] Classification Performance

09/29/2021 ↪AI ↪MachineLearning

☑Classification ☑Metrics

7 minute read

[Machine Learning] Multiclass Classification

09/27/2021 ↪AI ↪MachineLearning

☑Classification

2 minute read

Multi-class Classification

[Machine Learning] Linear Classification 2 (Practice)

09/27/2021 ↪AI ↪MachineLearning

☑Classification

3 minute read

Example 1: Binary Classification

[Machine Learning] Linear Classification

09/20/2021 ↪AI ↪MachineLearning

☑Classification

4 minute read

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Set

[Baekjoon] 1043. 거짓말

03/24/2022 ↪Implementation ↪Graph ↪Queue

☑Set

2 minute read

문제 설명

[Programmers] 순위

11/17/2021 ↪Algorithm ↪Graph ↪Bruteforce

☑Set

1 minute read

[NumericalAnalysis] Mathematics Review

09/08/2021 ↪Mathematics ↪NumericalAnalysis

☑Set ☑Vector/Matrix ☑Linearity ☑Calculus

less than 1 minute read

[Programmers] [1차] 뉴스 클러스터링

09/07/2021 ↪Algorithm ↪Implementation

☑Counter ☑Set

3 minute read

[Programmers] 소수 찾기

08/14/2021 ↪Algorithm ↪Implementation ↪Math ↪Bruteforce

☑Permutations ☑Set ☑Prime

2 minute read

소수 찾기

[Programmers] [1차] 프렌즈4블록

07/22/2021 ↪Algorithm ↪Implementation

☑Set

3 minute read

[1차] 프렌즈4블록

[Programmers] 쿼드 압축 후 개수 세기

07/19/2021 ↪Algorithm ↪Implementation

☑Set

2 minute read

쿼드 압축 후 개수 세기

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Combinations

[Baekjoon] 2407. 조합

05/08/2022 ↪Math

☑Combinations

less than 1 minute read

문제 설명

[Baekjoon] 2004. 조합 0의 개수

09/25/2021 ↪Algorithm ↪Math

☑Combinations

less than 1 minute read

문제 설명

[Programmers] 메뉴 리뉴얼

09/07/2021 ↪Algorithm ↪Bruteforce

☑Combinations ☑Counter

2 minute read

[Baekjoon] 14889. 스타트와 링크

08/28/2021 ↪Algorithm ↪Backtracking

☑Combinations

3 minute read

스타트와 링크

[Programmers] 후보키

08/23/2021 ↪Algorithm ↪Implementation ↪HashMap

☑Combinations ☑Counter

5 minute read

후보키

[Programmers] 순위 검색

08/10/2021 ↪Algorithm ↪HashMap

☑Combinations ☑Bisection

10 minute read

순위 검색

[Programmers] 위장

07/31/2021 ↪Algorithm ↪Implementation

☑Combinations

2 minute read

위장

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Regression

[Machine Learning] 지도 학습

10/13/2021 ↪AI ↪MachineLearning

☑SupervisedLearning ☑Classification ☑Regression

4 minute read

[Machine Learning] Performance Evaluation

09/29/2021 ↪AI ↪MachineLearning

☑Regression ☑Classification ☑Metrics

5 minute read

Setup

[Machine Learning] Linear Regression 3 (Regularization)

09/23/2021 ↪AI ↪MachineLearning

☑Regression ☑Regularization

11 minute read

[Machine Learning] Linear Regression 2 (Practice)

09/22/2021 ↪AI ↪MachineLearning

☑Regression

7 minute read

[Machine Learning] Linear Regression (Libraries)

09/20/2021 ↪AI ↪MachineLearning

☑Regression

3 minute read

Example of one feature (x1)

[Machine Learning]end-to-end machine learning process

09/20/2021 ↪AI ↪MachineLearning

☑Regression

8 minute read

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Image Classification

[AITech][Image Classification][P stage] 20220306 - Retrospect

03/06/2022 ↪AI ↪AITech

☑Image Classification

4 minute read

[AITech][Image Classification][P stage] 20220306 - More Tips

03/06/2022 ↪AI ↪AITech

☑Image Classification

7 minute read

[AITech][Image Classification][P stage] 20220305 - Code Template

03/05/2022 ↪AI ↪AITech

☑Image Classification

2 minute read

[AITech][Image Classification][P stage] 20220305 - Code Review

03/05/2022 ↪AI ↪AITech

☑Image Classification

15 minute read

[AITech][Image Classification][P stage] 20220304 - Solutions

03/04/2022 ↪AI ↪AITech

☑Image Classification

2 minute read

[AITech][Image Classification] 20220221 - EDA&Classification

02/21/2022 ↪AI ↪AITech ↪ImageClassification

☑EDA ☑Image Classification

1 minute read

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Dijkstra

[Baekjoon] 1916. 최소비용 구하기

05/08/2022 ↪Graph ↪ShortestPath

☑Dijkstra

1 minute read

문제 설명

[Baekjoon] 1238. 파티

03/25/2022 ↪Graph ↪ShortestPath

☑Dijkstra

2 minute read

문제 설명

[Programmers] [카카오 인턴] 경주로 건설

01/28/2022 ↪Algorithm ↪DFSBFS ↪ShortestPath

☑Dijkstra

4 minute read

[Programmers] 가장 먼 노드

11/10/2021 ↪Algorithm ↪Graph ↪ShortestPath

☑Dijkstra ☑BellmanFord ☑FloydWarshall

3 minute read

[Programmers] 배달

07/30/2021 ↪Algorithm ↪Graph ↪ShortestPath

☑Dijkstra

2 minute read

배달

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BFS

[Baekjoon] 12851. 숨바꼭질 2

04/23/2022 ↪DFSBFS

☑BFS

1 minute read

문제 설명

[Baekjoon] 2638. 치즈

04/06/2022 ↪Graph ↪DFSBFS

☑BFS

2 minute read

문제 설명

[Baekjoon] 16928. 뱀과 사다리 게임

03/02/2022 ↪Algorithm ↪DFSBFS

☑BFS

2 minute read

문제 설명

[Baekjoon] 10026. 적록색약

03/01/2022 ↪Algorithm ↪DFSBFS

☑BFS

1 minute read

문제 설명

[Programmers] 게임 맵 최단거리

08/27/2021 ↪Algorithm ↪DFSBFS

☑BFS

4 minute read

게임 맵 최단거리

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Counter

[Programmers] 메뉴 리뉴얼

09/07/2021 ↪Algorithm ↪Bruteforce

☑Combinations ☑Counter

2 minute read

[Programmers] [1차] 뉴스 클러스터링

09/07/2021 ↪Algorithm ↪Implementation

☑Counter ☑Set

3 minute read

[Programmers] 후보키

08/23/2021 ↪Algorithm ↪Implementation ↪HashMap

☑Combinations ☑Counter

5 minute read

후보키

[Baekjoon] 1157. 단어 공부

07/28/2021 ↪Algorithm ↪String

☑Counter

1 minute read

단어 공부

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Permutations

[Programmers] 피로도

01/22/2022 ↪Algorithm ↪Bruteforce ↪BFSDFS

☑Permutations

3 minute read

[Programmers] [카카오 인턴] 수식 최대화

09/04/2021 ↪Algorithm ↪Stack

☑Permutations ☑re

3 minute read

[카카오 인턴] 수식 최대화

[Baekjoon] 14888. 연산자 끼워넣기

08/27/2021 ↪Algorithm ↪Backtracking

☑Permutations

3 minute read

연산자 끼워넣기

[Programmers] 소수 찾기

08/14/2021 ↪Algorithm ↪Implementation ↪Math ↪Bruteforce

☑Permutations ☑Set ☑Prime

2 minute read

소수 찾기

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Deque

[Baekjoon] 5430. AC

10/08/2021 ↪Algorithm ↪Queue

☑Deque

1 minute read

문제 설명

[Baekjoon] 1966. 프린터 큐

10/08/2021 ↪Algorithm ↪Queue

☑Deque

1 minute read

문제 설명

[Baekjoon] 1021. 회전하는 큐

10/08/2021 ↪Algorithm ↪Queue

☑Deque

1 minute read

문제 설명

[Programmers] 다리를 지나는 트럭

08/21/2021 ↪Algorithm ↪Queue

☑Deque

2 minute read

다리를 지나는 트럭

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Product

[Programmers] 불량 사용자

01/16/2022 ↪Algorithm ↪Bruteforce

☑Product

3 minute read

[Programmers] N으로 표현

10/02/2021 ↪Algorithm ↪DynamicProgramming

☑Product

1 minute read

[Programmers] 타겟 넘버

09/17/2021 ↪Algorithm ↪DFSBFS

☑Product

less than 1 minute read

[Programmers] 모음 사전

09/04/2021 ↪Algorithm ↪Bruteforce

☑Product

less than 1 minute read

모음 사전

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GCD

[Baekjoon] 2981. 검문

09/22/2021 ↪Algorithm ↪Implementation ↪Math

☑GCD ☑Divisor

2 minute read

문제 설명

[Baekjoon] 2609. 최대공약수와 최소공배수

09/19/2021 ↪Algorithm ↪Math

☑GCD ☑LCM

less than 1 minute read

문제 설명

[Programmers] N개의 최소공배수

07/11/2021 ↪Algorithm ↪Math

☑GCD ☑LCM

less than 1 minute read

N개의 최소공배수

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LCM

[Programmers] 멀쩡한 사각형

09/25/2021 ↪Algorithm ↪Math

☑LCM

less than 1 minute read

[Baekjoon] 2609. 최대공약수와 최소공배수

09/19/2021 ↪Algorithm ↪Math

☑GCD ☑LCM

less than 1 minute read

문제 설명

[Programmers] N개의 최소공배수

07/11/2021 ↪Algorithm ↪Math

☑GCD ☑LCM

less than 1 minute read

N개의 최소공배수

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Fibonacci

[Programmers] 2 x n 타일링

01/17/2022 ↪Algorithm ↪DynamicProgramming

☑Fibonacci

2 minute read

[Baekjoon] 1904. 01타일

08/29/2021 ↪Algorithm ↪DynamicProgramming

☑Fibonacci

1 minute read

01타일

[Programmers] 피보나치 수

07/11/2021 ↪Algorithm ↪DynamicProgramming

☑Fibonacci

less than 1 minute read

피보나치 수

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re

[Baekjoon] 1541. 잃어버린 괄호

09/19/2021 ↪Algorithm ↪Implementation ↪Greedy ↪String

☑re

less than 1 minute read

문제 설명

[Python] 파이썬 정규표현식 - re 모듈

09/04/2021 ↪Language ↪Python

☑정규표현식 ☑re

8 minute read

이 포스팅은 다음 내용들에 대해 다룹니다.

[Programmers] [카카오 인턴] 수식 최대화

09/04/2021 ↪Algorithm ↪Stack

☑Permutations ☑re

3 minute read

[카카오 인턴] 수식 최대화

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Word2Vec

[AITech][NLP] 20220310 - Part 1) Bag of Words & Word Embedding

03/10/2022 ↪AI ↪AITech

☑Word2Vec ☑GloVe

10 minute read

[Deep Learning] 자연어 처리

12/04/2021 ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

[Deep Learning] Word Vector

11/29/2021 ↪AI ↪DeepLearning

☑Word2Vec ☑Glove

13 minute read

Word Embedding

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파이토치

[AITech] 20220127 - PyTorch 모델 불러오기

01/27/2022 ↪AI ↪AITech

☑파이토치 ☑Save ☑Checkpoint ☑TransferLearning

2 minute read

[AITech] 20220126 - Custom Model 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑BasicOperations ☑nn.Module

5 minute read

[AITech] 20220126 - Custom Dataset&DataLoader 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑Dataset ☑DataLoader

3 minute read

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EDA

[AITech][Semantic Segmentation] 20220425 - Introduction

04/25/2022 ↪AI ↪AITech

☑COCO dataset ☑EDA ☑metric

1 minute read

[AITech][Object Detection][P stage] 20220404 - Starting Object Detection

04/04/2022 ↪AI ↪AITech

☑COCO ☑EDA ☑Library ☑Loss

6 minute read

[AITech][Image Classification] 20220221 - EDA&Classification

02/21/2022 ↪AI ↪AITech ↪ImageClassification

☑EDA ☑Image Classification

1 minute read

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LIS

[Baekjoon] 10844. 쉬운 계단 수

09/05/2021 ↪Algorithm ↪DynamicProgramming

☑LIS

1 minute read

쉬운 계단 수

[Baekjoon] 11053. 가장 긴 증가하는 부분 수열

09/03/2021 ↪Algorithm ↪DynamicProgramming

☑LIS

less than 1 minute read

가장 긴 증가하는 부분 수열

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Matrix

[AITech] 20220119 - Vector&Matrix Basics

01/19/2022 ↪AI ↪AITech

☑Vector ☑Matrix

2 minute read

[Programmers] 행렬 테두리 회전하기

09/12/2021 ↪Algorithm ↪Implementation

☑Matrix ☑Rotation

2 minute read

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Matlab

[NumericalAnalysis] Matlab - 2

09/14/2021 ↪Mathematics ↪NumericalAnalysis ↪Matlab

☑Matlab

3 minute read

[NumericalAnalysis] Matlab - 1

09/14/2021 ↪Mathematics ↪NumericalAnalysis ↪Matlab

☑Matlab

2 minute read

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Regularization

[AITech] 20220207 - Optimization Basics

02/07/2022 ↪AI ↪AITech

☑Concepts ☑Optimizers ☑Regularization

8 minute read

[Machine Learning] Linear Regression 3 (Regularization)

09/23/2021 ↪AI ↪MachineLearning

☑Regression ☑Regularization

11 minute read

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Metrics

[Machine Learning] Performance Evaluation

09/29/2021 ↪AI ↪MachineLearning

☑Regression ☑Classification ☑Metrics

5 minute read

Setup

[Machine Learning] Classification Performance

09/29/2021 ↪AI ↪MachineLearning

☑Classification ☑Metrics

7 minute read

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Agglomerative

[Machine Learning] 군집화 알고리즘과 단순 베이즈 분류기

11/03/2021 ↪AI ↪MachineLearning

☑Agglomerative ☑Divisive ☑KMeans ☑NaiveBayesianClassifier

less than 1 minute read

[Machine Learning] Clustering

10/27/2021 ↪AI ↪MachineLearning

☑Agglomerative ☑K-Means ☑DBSCAN

17 minute read

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Eigenvalue

[NumericalAnalysis] Eigen Problems 2

11/09/2021 ↪Mathematics ↪NumericalAnalysis

☑Eigenvalue ☑Eigenvector

less than 1 minute read

[NumericalAnalysis] Eigen Problems 1

11/03/2021 ↪Mathematics ↪NumericalAnalysis

☑Eigenvalue ☑Eigenvector

less than 1 minute read

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Eigenvector

[NumericalAnalysis] Eigen Problems 2

11/09/2021 ↪Mathematics ↪NumericalAnalysis

☑Eigenvalue ☑Eigenvector

less than 1 minute read

[NumericalAnalysis] Eigen Problems 1

11/03/2021 ↪Mathematics ↪NumericalAnalysis

☑Eigenvalue ☑Eigenvector

less than 1 minute read

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FloydWarshall

[Programmers] 합승 택시 요금

01/23/2022 ↪Algorithm ↪ShortestPath

☑FloydWarshall

3 minute read

[Programmers] 가장 먼 노드

11/10/2021 ↪Algorithm ↪Graph ↪ShortestPath

☑Dijkstra ☑BellmanFord ☑FloydWarshall

3 minute read

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MNIST

[Deep Learning] MNIST using tensorflow

11/17/2021 ↪AI ↪TensorflowKeras

☑MNIST ☑Tensorflow

5 minute read

MNIST with RandomForest

[Deep Learning] MNIST using keras

11/17/2021 ↪AI ↪TensorflowKeras

☑MNIST ☑Keras

5 minute read

Keras with MNIST dataset

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Tensorflow

[Tensorflow&Keras] 딥러닝 프레임워크 텐서플로우

11/24/2021 ↪AI ↪TensorflowKeras

☑Tensorflow

4 minute read

텐서플로우 소개

[Deep Learning] MNIST using tensorflow

11/17/2021 ↪AI ↪TensorflowKeras

☑MNIST ☑Tensorflow

5 minute read

MNIST with RandomForest

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TransferLearning

[AITech] 20220127 - PyTorch 모델 불러오기

01/27/2022 ↪AI ↪AITech

☑파이토치 ☑Save ☑Checkpoint ☑TransferLearning

2 minute read

[Deep Learning] Classification using Transfer learning

11/23/2021 ↪AI ↪DeepLearning

☑Classification ☑TransferLearning ☑Filter ☑FeatureMap

16 minute read

Classification using Transfer learning

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Filter

[AITech][CV] 20220308 - Part 4) CNN Visualization

03/08/2022 ↪AI ↪AITech

☑Filter ☑Saliency Map ☑Activation Map ☑Backpropagate features ☑Grad-CAM

10 minute read

[Deep Learning] Classification using Transfer learning

11/23/2021 ↪AI ↪DeepLearning

☑Classification ☑TransferLearning ☑Filter ☑FeatureMap

16 minute read

Classification using Transfer learning

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keras

[Tensorflow&Keras] Keras Introduction

11/23/2021 ↪AI ↪TensorflowKeras

☑keras

8 minute read

Keras

[Tensorflow&Keras] Keras Callback

11/23/2021 ↪AI ↪TensorflowKeras

☑keras ☑callback

1 minute read

Callback - check point and early stopping

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Recursive

[Baekjoon] 2448. 별찍기 - 11

06/07/2022 ↪Implementation ↪Recursive

☑Recursive

1 minute read

문제 설명

[Programmers] 하노이의 탑

01/13/2022 ↪Algorithm ↪Implementation

☑Recursive

1 minute read

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조건부확률

[AITech] 20220120 - 확률론 기초

01/20/2022 ↪AI ↪AITech

☑확률분포 ☑조건부확률 ☑몬테카를로샘플링

2 minute read

[AITech] 20220120 - 통계학&베이지안 통계학 기초

01/20/2022 ↪AI ↪AITech

☑모수 ☑최대가능도 ☑조건부확률 ☑인과관계

2 minute read

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torch.nn.Module

[AITech] 20220125 - 회고

01/25/2022 ↪AI ↪AITech

☑torch.nn.Module

less than 1 minute read

[AITech] 20220125 - AutoGrad&Optimizer

01/25/2022 ↪AI ↪AITech

☑torch.nn.Module

1 minute read

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실습

[AITech] 20220126 - Custom Model 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑BasicOperations ☑nn.Module

5 minute read

[AITech] 20220126 - Custom Dataset&DataLoader 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑Dataset ☑DataLoader

3 minute read

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마스터클래스

[AITech] 20220218 - 회고

02/18/2022 ↪AI ↪AITech

☑마스터클래스 ☑인생의 방향성 ☑3월부터 도전-회고!!!

3 minute read

[AITech] 20220128 - 회고

01/28/2022 ↪AI ↪AITech

☑마스터클래스 ☑Data Centric AI

2 minute read

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Memoization

[Baekjoon] 7662. 이중 우선순위 큐

02/28/2022 ↪Algorithm ↪Heap

☑Memoization

3 minute read

문제 설명

[Programmers] [2021 KAKAO BLIND RECRUITMENT] 광고 삽입

02/02/2022 ↪Algorithm ↪SequentialSearch ↪DynamicProgramming

☑Memoization

10 minute read

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U-Net

[AITech][Semantic Segmentation] 20220427 - High Performance U-Net Models

04/27/2022 ↪AI ↪AITech

☑U-Net ☑U-Net++ ☑U-Net 3+

7 minute read

[AITech][CV] 20220307 - Part 2) Semantic Segmentation

03/07/2022 ↪AI ↪AITech

☑FCN ☑U-Net ☑DeepLab

8 minute read

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RetinaNet

[AITech][Object Detection] 20220323 - 1 Stage Detectors

03/23/2022 ↪AI ↪AITech

☑YOLO ☑SSD ☑RetinaNet

6 minute read

[AITech][CV] 20220308 - Part 3) Object Detection

03/08/2022 ↪AI ↪AITech

☑Single-stage detector ☑Two-stage detector ☑Focal loss ☑RetinaNet ☑DETR

2 minute read

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DETR

[AITech][Object Detection] 20220330 - Advanced Object Detection 1

03/30/2022 ↪AI ↪AITech

☑Cascade RCNN ☑Deformable Convolution ☑DETR ☑Swin Transformer'

8 minute read

[AITech][CV] 20220308 - Part 3) Object Detection

03/08/2022 ↪AI ↪AITech

☑Single-stage detector ☑Two-stage detector ☑Focal loss ☑RetinaNet ☑DETR

2 minute read

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BellmandFord

[Baekjoon] 1865. 웜홀

04/05/2022 ↪Graph ↪ShortestPath

☑BellmandFord

3 minute read

문제 설명

[Baekjoon] 11657. 타임머신

04/04/2022 ↪Graph ↪ShortestPath

☑BellmandFord

3 minute read

문제 설명

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Fast API

[AITech][Product Serving] 20220524 - Fast API 2 (Fast API 기본 지식)

05/24/2022 ↪AI ↪AITech

☑Fast API ☑Pydantic

3 minute read

[AITech][Product Serving] 20220523 - Fast API 1 (Fast API 개요)

05/23/2022 ↪AI ↪AITech

☑Rest API ☑Fast API

2 minute read

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n진수변환

[Programmers] [3차] n진수 게임

07/11/2021 ↪Algorithm ↪Implementation ↪Math

☑n진수변환

2 minute read

[3차] n진수 게임

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에라토스테네스의 체

[Baekjoon] 1978. 소수 찾기

08/05/2021 ↪Algorithm ↪Math

☑에라토스테네스의 체

1 minute read

소수 찾기

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reduce

[Programmers] 삼각 달팽이

08/07/2021 ↪Algorithm ↪DynamicProgramming

☑reduce ☑chain

3 minute read

삼각 달팽이

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chain

[Programmers] 삼각 달팽이

08/07/2021 ↪Algorithm ↪DynamicProgramming

☑reduce ☑chain

3 minute read

삼각 달팽이

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Bisection

[Programmers] 순위 검색

08/10/2021 ↪Algorithm ↪HashMap

☑Combinations ☑Bisection

10 minute read

순위 검색

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Prime

[Programmers] 소수 찾기

08/14/2021 ↪Algorithm ↪Implementation ↪Math ↪Bruteforce

☑Permutations ☑Set ☑Prime

2 minute read

소수 찾기

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정규표현식

[Python] 파이썬 정규표현식 - re 모듈

09/04/2021 ↪Language ↪Python

☑정규표현식 ☑re

8 minute read

이 포스팅은 다음 내용들에 대해 다룹니다.

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LCS

[Baekjoon] 9251. LCS

09/07/2021 ↪Algorithm ↪DynamicProgramming

☑LCS

less than 1 minute read

문제 설명

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Vector/Matrix

[NumericalAnalysis] Mathematics Review

09/08/2021 ↪Mathematics ↪NumericalAnalysis

☑Set ☑Vector/Matrix ☑Linearity ☑Calculus

less than 1 minute read

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Linearity

[NumericalAnalysis] Mathematics Review

09/08/2021 ↪Mathematics ↪NumericalAnalysis

☑Set ☑Vector/Matrix ☑Linearity ☑Calculus

less than 1 minute read

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Calculus

[NumericalAnalysis] Mathematics Review

09/08/2021 ↪Mathematics ↪NumericalAnalysis

☑Set ☑Vector/Matrix ☑Linearity ☑Calculus

less than 1 minute read

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Rotation

[Programmers] 행렬 테두리 회전하기

09/12/2021 ↪Algorithm ↪Implementation

☑Matrix ☑Rotation

2 minute read

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Knapsack

[Baekjoon] 12865. 평범한 배낭

09/13/2021 ↪Algorithm ↪DynamicProgramming

☑Knapsack

2 minute read

문제 설명

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반복

[Programmers] 짝지어 제거하기

09/15/2021 ↪Algorithm ↪SequentialSearch ↪Stack

☑반복 ☑스택 ☑순차 탐색

1 minute read

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스택

[Programmers] 짝지어 제거하기

09/15/2021 ↪Algorithm ↪SequentialSearch ↪Stack

☑반복 ☑스택 ☑순차 탐색

1 minute read

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순차 탐색

[Programmers] 짝지어 제거하기

09/15/2021 ↪Algorithm ↪SequentialSearch ↪Stack

☑반복 ☑스택 ☑순차 탐색

1 minute read

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Numbers

[NumericalAnalysis] Representing Numbers

09/15/2021 ↪Mathematics ↪NumericalAnalysis

☑Numbers

less than 1 minute read

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Error

[NumericalAnalysis] Error

09/20/2021 ↪Mathematics ↪NumericalAnalysis

☑Error

less than 1 minute read

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Divisor

[Baekjoon] 2981. 검문

09/22/2021 ↪Algorithm ↪Implementation ↪Math

☑GCD ☑Divisor

2 minute read

문제 설명

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경우의 수

[Baekjoon] 9375. 패션왕 신해빈

09/25/2021 ↪Algorithm ↪Implementation

☑경우의 수

1 minute read

문제 설명

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LinearSystem

[NumericalAnalysis] Solving Linear Systems 1

09/25/2021 ↪Mathematics ↪NumericalAnalysis

☑LinearSystem

less than 1 minute read

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GaussianElimination

[NumericalAnalysis] Solving Linear Systems 2

09/28/2021 ↪Mathematics ↪NumericalAnalysis

☑GaussianElimination ☑LUDecomposition

less than 1 minute read

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LUDecomposition

[NumericalAnalysis] Solving Linear Systems 2

09/28/2021 ↪Mathematics ↪NumericalAnalysis

☑GaussianElimination ☑LUDecomposition

less than 1 minute read

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LinearRegression

[NumericalAnalysis] Designing and Analyzing Linear Systems 1

10/01/2021 ↪Mathematics ↪NumericalAnalysis

☑LinearRegression ☑LeastSquare

less than 1 minute read

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LeastSquare

[NumericalAnalysis] Designing and Analyzing Linear Systems 1

10/01/2021 ↪Mathematics ↪NumericalAnalysis

☑LinearRegression ☑LeastSquare

less than 1 minute read

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CholeskyFactorization

[NumericalAnalysis] Designing and Analyzing Linear Systems 2

10/01/2021 ↪Mathematics ↪NumericalAnalysis

☑CholeskyFactorization

less than 1 minute read

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resampling

[Machine Learning] Imbalanced dataset

10/04/2021 ↪AI ↪MachineLearning

☑resampling

10 minute read

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SupervisedLearning

[Machine Learning] 지도 학습

10/13/2021 ↪AI ↪MachineLearning

☑SupervisedLearning ☑Classification ☑Regression

4 minute read

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K-Means

[Machine Learning] Clustering

10/27/2021 ↪AI ↪MachineLearning

☑Agglomerative ☑K-Means ☑DBSCAN

17 minute read

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DBSCAN

[Machine Learning] Clustering

10/27/2021 ↪AI ↪MachineLearning

☑Agglomerative ☑K-Means ☑DBSCAN

17 minute read

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UnsupervisedLearning

[Machine Learning] 비지도 학습

10/27/2021 ↪AI ↪MachineLearning

☑UnsupervisedLearning ☑Clustering ☑DimensionReduction

2 minute read

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Clustering

[Machine Learning] 비지도 학습

10/27/2021 ↪AI ↪MachineLearning

☑UnsupervisedLearning ☑Clustering ☑DimensionReduction

2 minute read

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DimensionReduction

[Machine Learning] 비지도 학습

10/27/2021 ↪AI ↪MachineLearning

☑UnsupervisedLearning ☑Clustering ☑DimensionReduction

2 minute read

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DecisionTree

[Machine Learning] 결정트리

10/29/2021 ↪AI ↪MachineLearning

☑DecisionTree

1 minute read

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Fermat Theorem

[Baekjoon] 11401. 이항계수 3

10/31/2021 ↪Algorithm ↪DivideConquer

☑Fermat Theorem

1 minute read

문제 설명

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SelectPercentile

[Machine Learning] Dimension Reduction

11/01/2021 ↪AI ↪MachineLearning

☑SelectPercentile ☑PCA' ☑t-SNE

6 minute read

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PCA'

[Machine Learning] Dimension Reduction

11/01/2021 ↪AI ↪MachineLearning

☑SelectPercentile ☑PCA' ☑t-SNE

6 minute read

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t-SNE

[Machine Learning] Dimension Reduction

11/01/2021 ↪AI ↪MachineLearning

☑SelectPercentile ☑PCA' ☑t-SNE

6 minute read

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Divisive

[Machine Learning] 군집화 알고리즘과 단순 베이즈 분류기

11/03/2021 ↪AI ↪MachineLearning

☑Agglomerative ☑Divisive ☑KMeans ☑NaiveBayesianClassifier

less than 1 minute read

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KMeans

[Machine Learning] 군집화 알고리즘과 단순 베이즈 분류기

11/03/2021 ↪AI ↪MachineLearning

☑Agglomerative ☑Divisive ☑KMeans ☑NaiveBayesianClassifier

less than 1 minute read

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NaiveBayesianClassifier

[Machine Learning] 군집화 알고리즘과 단순 베이즈 분류기

11/03/2021 ↪AI ↪MachineLearning

☑Agglomerative ☑Divisive ☑KMeans ☑NaiveBayesianClassifier

less than 1 minute read

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NeuralNetwork

[Machine Learning] 신경망

11/08/2021 ↪AI ↪MachineLearning

☑NeuralNetwork ☑Perceptron ☑RBF

1 minute read

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Perceptron

[Machine Learning] 신경망

11/08/2021 ↪AI ↪MachineLearning

☑NeuralNetwork ☑Perceptron ☑RBF

1 minute read

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RBF

[Machine Learning] 신경망

11/08/2021 ↪AI ↪MachineLearning

☑NeuralNetwork ☑Perceptron ☑RBF

1 minute read

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기울기소멸

[Deep Learning] 딥러닝 개요

11/10/2021 ↪AI ↪DeepLearning

☑기울기소멸 ☑가중치초기화 ☑과적합문제

2 minute read

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가중치초기화

[Deep Learning] 딥러닝 개요

11/10/2021 ↪AI ↪DeepLearning

☑기울기소멸 ☑가중치초기화 ☑과적합문제

2 minute read

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과적합문제

[Deep Learning] 딥러닝 개요

11/10/2021 ↪AI ↪DeepLearning

☑기울기소멸 ☑가중치초기화 ☑과적합문제

2 minute read

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BellmanFord

[Programmers] 가장 먼 노드

11/10/2021 ↪Algorithm ↪Graph ↪ShortestPath

☑Dijkstra ☑BellmanFord ☑FloydWarshall

3 minute read

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컨볼루션

[Deep Learning] 컨볼루션 신경망 1

11/13/2021 ↪AI ↪DeepLearning

☑컨볼루션 ☑풀링 ☑구조

2 minute read

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풀링

[Deep Learning] 컨볼루션 신경망 1

11/13/2021 ↪AI ↪DeepLearning

☑컨볼루션 ☑풀링 ☑구조

2 minute read

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구조

[Deep Learning] 컨볼루션 신경망 1

11/13/2021 ↪AI ↪DeepLearning

☑컨볼루션 ☑풀링 ☑구조

2 minute read

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최적화

[Deep Learning] 컨볼루션 신경망 2

11/17/2021 ↪AI ↪DeepLearning

☑최적화 ☑대표적인분류기 ☑전이학습

3 minute read

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대표적인분류기

[Deep Learning] 컨볼루션 신경망 2

11/17/2021 ↪AI ↪DeepLearning

☑최적화 ☑대표적인분류기 ☑전이학습

3 minute read

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전이학습

[Deep Learning] 컨볼루션 신경망 2

11/17/2021 ↪AI ↪DeepLearning

☑최적화 ☑대표적인분류기 ☑전이학습

3 minute read

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Keras

[Deep Learning] MNIST using keras

11/17/2021 ↪AI ↪TensorflowKeras

☑MNIST ☑Keras

5 minute read

Keras with MNIST dataset

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FeatureMap

[Deep Learning] Classification using Transfer learning

11/23/2021 ↪AI ↪DeepLearning

☑Classification ☑TransferLearning ☑Filter ☑FeatureMap

16 minute read

Classification using Transfer learning

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DataAugmentation

[Deep Learning] Classification of Cats and Dogs

11/23/2021 ↪AI ↪DeepLearning

☑Classification ☑DataAugmentation ☑Dropout

7 minute read

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Dropout

[Deep Learning] Classification of Cats and Dogs

11/23/2021 ↪AI ↪DeepLearning

☑Classification ☑DataAugmentation ☑Dropout

7 minute read

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callback

[Tensorflow&Keras] Keras Callback

11/23/2021 ↪AI ↪TensorflowKeras

☑keras ☑callback

1 minute read

Callback - check point and early stopping

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DoublyLinkedList

[Programmers] [1차] 셔틀버스

11/23/2021 ↪Algorithm ↪Bruteforce ↪Implementation

☑DoublyLinkedList

5 minute read

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LSTM

[Deep Learning] Naver Movie Sentiment Analysis

11/29/2021 ↪AI ↪DeepLearning

☑LSTM

9 minute read

Naver Movie Sentiment Analysis

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Embedding

[Deep Learning] Word Embedding

11/29/2021 ↪AI ↪DeepLearning

☑Embedding

13 minute read

Word Embedding with Keras Embedding Layer

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Glove

[Deep Learning] Word Vector

11/29/2021 ↪AI ↪DeepLearning

☑Word2Vec ☑Glove

13 minute read

Word Embedding

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Denosing

[Deep Learning] AutoEncoder

12/01/2021 ↪AI ↪DeepLearning

☑Denosing ☑FeatureReduction

8 minute read

MLP AutoEncoder

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FeatureReduction

[Deep Learning] AutoEncoder

12/01/2021 ↪AI ↪DeepLearning

☑Denosing ☑FeatureReduction

8 minute read

MLP AutoEncoder

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형태소분석

[Deep Learning] 자연어 처리

12/04/2021 ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

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품사태깅

[Deep Learning] 자연어 처리

12/04/2021 ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

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구문분석

[Deep Learning] 자연어 처리

12/04/2021 ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

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의미분석

[Deep Learning] 자연어 처리

12/04/2021 ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

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CBOW

[Deep Learning] 자연어 처리

12/04/2021 ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

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Skipgram

[Deep Learning] 자연어 처리

12/04/2021 ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

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집합

[Python] 파이썬 set 자료구조

12/16/2021 ↪Language ↪Python

☑집합 ☑set

2 minute read

집합 자료형은 어떻게 만들까?

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set

[Python] 파이썬 set 자료구조

12/16/2021 ↪Language ↪Python

☑집합 ☑set

2 minute read

집합 자료형은 어떻게 만들까?

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Number

[Programmers] 최고의 집합

01/14/2022 ↪Algorithm ↪Implementation ↪Math

☑Number

1 minute read

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Divmod

[Programmers] 줄 서는 방법

01/15/2022 ↪Algorithm ↪Implementation ↪Math

☑Divmod

1 minute read

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CSV

[AITech] 20220118 - Python data handling

01/18/2022 ↪AI ↪AITech

☑CSV ☑HTML ☑XML ☑JSON

1 minute read

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HTML

[AITech] 20220118 - Python data handling

01/18/2022 ↪AI ↪AITech

☑CSV ☑HTML ☑XML ☑JSON

1 minute read

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XML

[AITech] 20220118 - Python data handling

01/18/2022 ↪AI ↪AITech

☑CSV ☑HTML ☑XML ☑JSON

1 minute read

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JSON

[AITech] 20220118 - Python data handling

01/18/2022 ↪AI ↪AITech

☑CSV ☑HTML ☑XML ☑JSON

1 minute read

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Charateristics

[AITech] 20220118 - Python object-oriented programming

01/18/2022 ↪AI ↪AITech

☑Charateristics ☑Decoration

2 minute read

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Decoration

[AITech] 20220118 - Python object-oriented programming

01/18/2022 ↪AI ↪AITech

☑Charateristics ☑Decoration

2 minute read

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split&join

[AITech] 20220118 - Pythonic code

01/18/2022 ↪AI ↪AITech

☑split&join ☑list comprehension ☑enumerate&zip ☑lambda&map&reduce ☑generator ☑asterisk

4 minute read

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list comprehension

[AITech] 20220118 - Pythonic code

01/18/2022 ↪AI ↪AITech

☑split&join ☑list comprehension ☑enumerate&zip ☑lambda&map&reduce ☑generator ☑asterisk

4 minute read

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enumerate&zip

[AITech] 20220118 - Pythonic code

01/18/2022 ↪AI ↪AITech

☑split&join ☑list comprehension ☑enumerate&zip ☑lambda&map&reduce ☑generator ☑asterisk

4 minute read

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lambda&map&reduce

[AITech] 20220118 - Pythonic code

01/18/2022 ↪AI ↪AITech

☑split&join ☑list comprehension ☑enumerate&zip ☑lambda&map&reduce ☑generator ☑asterisk

4 minute read

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generator

[AITech] 20220118 - Pythonic code

01/18/2022 ↪AI ↪AITech

☑split&join ☑list comprehension ☑enumerate&zip ☑lambda&map&reduce ☑generator ☑asterisk

4 minute read

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asterisk

[AITech] 20220118 - Pythonic code

01/18/2022 ↪AI ↪AITech

☑split&join ☑list comprehension ☑enumerate&zip ☑lambda&map&reduce ☑generator ☑asterisk

4 minute read

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split

[AITech] 20220118 - 회고

01/18/2022 ↪AI ↪AITech

☑split ☑list comprehension - if/else

1 minute read

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list comprehension - if/else

[AITech] 20220118 - 회고

01/18/2022 ↪AI ↪AITech

☑split ☑list comprehension - if/else

1 minute read

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Vector

[AITech] 20220119 - Vector&Matrix Basics

01/19/2022 ↪AI ↪AITech

☑Vector ☑Matrix

2 minute read

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Numpy

[Python] 넘파이

01/19/2022 ↪Language ↪Python

☑Numpy

7 minute read

Numpy

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모수

[AITech] 20220120 - 통계학&베이지안 통계학 기초

01/20/2022 ↪AI ↪AITech

☑모수 ☑최대가능도 ☑조건부확률 ☑인과관계

2 minute read

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최대가능도

[AITech] 20220120 - 통계학&베이지안 통계학 기초

01/20/2022 ↪AI ↪AITech

☑모수 ☑최대가능도 ☑조건부확률 ☑인과관계

2 minute read

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인과관계

[AITech] 20220120 - 통계학&베이지안 통계학 기초

01/20/2022 ↪AI ↪AITech

☑모수 ☑최대가능도 ☑조건부확률 ☑인과관계

2 minute read

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확률분포

[AITech] 20220120 - 확률론 기초

01/20/2022 ↪AI ↪AITech

☑확률분포 ☑조건부확률 ☑몬테카를로샘플링

2 minute read

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몬테카를로샘플링

[AITech] 20220120 - 확률론 기초

01/20/2022 ↪AI ↪AITech

☑확률분포 ☑조건부확률 ☑몬테카를로샘플링

2 minute read

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Introduction

[AITech] 20220124 - PyTorch Basics

01/24/2022 ↪AI ↪AITech

☑Introduction ☑Tensor ☑AutoGrad

3 minute read

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Tensor

[AITech] 20220124 - PyTorch Basics

01/24/2022 ↪AI ↪AITech

☑Introduction ☑Tensor ☑AutoGrad

3 minute read

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AutoGrad

[AITech] 20220124 - PyTorch Basics

01/24/2022 ↪AI ↪AITech

☑Introduction ☑Tensor ☑AutoGrad

3 minute read

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Pytorch Template

[AITech] 20220124 - PyTorch Project Structure

01/24/2022 ↪AI ↪AITech

☑Pytorch Template

less than 1 minute read

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Dataset

[AITech] 20220126 - Custom Dataset&DataLoader 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑Dataset ☑DataLoader

3 minute read

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DataLoader

[AITech] 20220126 - Custom Dataset&DataLoader 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑Dataset ☑DataLoader

3 minute read

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BasicOperations

[AITech] 20220126 - Custom Model 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑BasicOperations ☑nn.Module

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nn.Module

[AITech] 20220126 - Custom Model 개발하기

01/26/2022 ↪AI ↪AITech

☑파이토치 ☑실습 ☑BasicOperations ☑nn.Module

5 minute read

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TensorBoard

[AITech] 20220127 - Monitoring Tools for PyTorch

01/27/2022 ↪AI ↪AITech

☑TensorBoard ☑Weight&Biases

2 minute read

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Weight&Biases

[AITech] 20220127 - Monitoring Tools for PyTorch

01/27/2022 ↪AI ↪AITech

☑TensorBoard ☑Weight&Biases

2 minute read

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Save

[AITech] 20220127 - PyTorch 모델 불러오기

01/27/2022 ↪AI ↪AITech

☑파이토치 ☑Save ☑Checkpoint ☑TransferLearning

2 minute read

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Checkpoint

[AITech] 20220127 - PyTorch 모델 불러오기

01/27/2022 ↪AI ↪AITech

☑파이토치 ☑Save ☑Checkpoint ☑TransferLearning

2 minute read

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Ray

[AITech] 20220128 - Hyperparameter Tuning

01/28/2022 ↪AI ↪AITech

☑Ray

1 minute read

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Model Parallel

[AITech] 20220128 - Multi GPU for PyTorch

01/28/2022 ↪AI ↪AITech

☑Model Parallel ☑Data Parallel

2 minute read

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Data Parallel

[AITech] 20220128 - Multi GPU for PyTorch

01/28/2022 ↪AI ↪AITech

☑Model Parallel ☑Data Parallel

2 minute read

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Out of Memory

[AITech] 20220128 - PyTorch Troubleshooting

01/28/2022 ↪AI ↪AITech

☑Out of Memory

2 minute read

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Data Centric AI

[AITech] 20220128 - 회고

01/28/2022 ↪AI ↪AITech

☑마스터클래스 ☑Data Centric AI

2 minute read

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Grid

[AITech] 20220204 - Matplotlib More Tips

02/04/2022 ↪AI ↪AITech

☑Grid ☑Line&Span ☑Settings

3 minute read

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Line&Span

[AITech] 20220204 - Matplotlib More Tips

02/04/2022 ↪AI ↪AITech

☑Grid ☑Line&Span ☑Settings

3 minute read

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Settings

[AITech] 20220204 - Matplotlib More Tips

02/04/2022 ↪AI ↪AITech

☑Grid ☑Line&Span ☑Settings

3 minute read

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Joint plot

[AITech] 20220204 - Seaborn Advances

02/04/2022 ↪AI ↪AITech

☑Joint plot ☑Pair plot ☑Facet grid

2 minute read

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Pair plot

[AITech] 20220204 - Seaborn Advances

02/04/2022 ↪AI ↪AITech

☑Joint plot ☑Pair plot ☑Facet grid

2 minute read

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Facet grid

[AITech] 20220204 - Seaborn Advances

02/04/2022 ↪AI ↪AITech

☑Joint plot ☑Pair plot ☑Facet grid

2 minute read

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Count/Box/Violin plot

[AITech] 20220204 - Seaborn Basics

02/04/2022 ↪AI ↪AITech

☑Count/Box/Violin plot ☑Hist/Kde/Ecdf/Rug plot ☑Scatter/Line/Reg plot ☑Heap map

5 minute read

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Hist/Kde/Ecdf/Rug plot

[AITech] 20220204 - Seaborn Basics

02/04/2022 ↪AI ↪AITech

☑Count/Box/Violin plot ☑Hist/Kde/Ecdf/Rug plot ☑Scatter/Line/Reg plot ☑Heap map

5 minute read

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Scatter/Line/Reg plot

[AITech] 20220204 - Seaborn Basics

02/04/2022 ↪AI ↪AITech

☑Count/Box/Violin plot ☑Hist/Kde/Ecdf/Rug plot ☑Scatter/Line/Reg plot ☑Heap map

5 minute read

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Heap map

[AITech] 20220204 - Seaborn Basics

02/04/2022 ↪AI ↪AITech

☑Count/Box/Violin plot ☑Hist/Kde/Ecdf/Rug plot ☑Scatter/Line/Reg plot ☑Heap map

5 minute read

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Neural Network

[AITech] 20220207 - MLP Basics

02/07/2022 ↪AI ↪AITech

☑Neural Network ☑MLP ☑Code

4 minute read

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MLP

[AITech] 20220207 - MLP Basics

02/07/2022 ↪AI ↪AITech

☑Neural Network ☑MLP ☑Code

4 minute read

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Code

[AITech] 20220207 - MLP Basics

02/07/2022 ↪AI ↪AITech

☑Neural Network ☑MLP ☑Code

4 minute read

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Concepts

[AITech] 20220207 - Optimization Basics

02/07/2022 ↪AI ↪AITech

☑Concepts ☑Optimizers ☑Regularization

8 minute read

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Optimizers

[AITech] 20220207 - Optimization Basics

02/07/2022 ↪AI ↪AITech

☑Concepts ☑Optimizers ☑Regularization

8 minute read

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SementicSegmentation

[AITech] 20220208 - CNN Applications

02/08/2022 ↪AI ↪AITech

☑SementicSegmentation ☑ObjectDetection

2 minute read

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ObjectDetection

[AITech] 20220208 - CNN Applications

02/08/2022 ↪AI ↪AITech

☑SementicSegmentation ☑ObjectDetection

2 minute read

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AlexNet

[AITech] 20220208 - CNN Techniques

02/08/2022 ↪AI ↪AITech

☑AlexNet ☑VGGNet ☑GoogLeNet ☑ResNet ☑DenseNet

2 minute read

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VGGNet

[AITech] 20220208 - CNN Techniques

02/08/2022 ↪AI ↪AITech

☑AlexNet ☑VGGNet ☑GoogLeNet ☑ResNet ☑DenseNet

2 minute read

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GoogLeNet

[AITech] 20220208 - CNN Techniques

02/08/2022 ↪AI ↪AITech

☑AlexNet ☑VGGNet ☑GoogLeNet ☑ResNet ☑DenseNet

2 minute read

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ResNet

[AITech] 20220208 - CNN Techniques

02/08/2022 ↪AI ↪AITech

☑AlexNet ☑VGGNet ☑GoogLeNet ☑ResNet ☑DenseNet

2 minute read

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DenseNet

[AITech] 20220208 - CNN Techniques

02/08/2022 ↪AI ↪AITech

☑AlexNet ☑VGGNet ☑GoogLeNet ☑ResNet ☑DenseNet

2 minute read

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Explicit/Implicit Model

[AITech] 20220209 - Generative Model I

02/09/2022 ↪AI ↪AITech

☑Explicit/Implicit Model ☑Probability Distribution ☑Conditional Independence ☑auto-regressive model

3 minute read

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Probability Distribution

[AITech] 20220209 - Generative Model I

02/09/2022 ↪AI ↪AITech

☑Explicit/Implicit Model ☑Probability Distribution ☑Conditional Independence ☑auto-regressive model

3 minute read

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Conditional Independence

[AITech] 20220209 - Generative Model I

02/09/2022 ↪AI ↪AITech

☑Explicit/Implicit Model ☑Probability Distribution ☑Conditional Independence ☑auto-regressive model

3 minute read

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auto-regressive model

[AITech] 20220209 - Generative Model I

02/09/2022 ↪AI ↪AITech

☑Explicit/Implicit Model ☑Probability Distribution ☑Conditional Independence ☑auto-regressive model

3 minute read

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VAE

[AITech] 20220209 - Generative Model II

02/09/2022 ↪AI ↪AITech

☑VAE ☑GAN

3 minute read

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GAN

[AITech] 20220209 - Generative Model II

02/09/2022 ↪AI ↪AITech

☑VAE ☑GAN

3 minute read

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Pie Chart

[AITech] 20220211 - Pie Chart

02/11/2022 ↪AI ↪AITech

☑Pie Chart

1 minute read

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Polar Coordination

[AITech] 20220211 - Polar Coordination&Radar Chart

02/11/2022 ↪AI ↪AITech

☑Polar Coordination ☑Radar Chart

2 minute read

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Radar Chart

[AITech] 20220211 - Polar Coordination&Radar Chart

02/11/2022 ↪AI ↪AITech

☑Polar Coordination ☑Radar Chart

2 minute read

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missingNo

[AITech] 20220211 - Python Visualization Libraries

02/11/2022 ↪AI ↪AITech

☑missingNo ☑squarify ☑pyWaffle ☑matplotlib_venn

4 minute read

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squarify

[AITech] 20220211 - Python Visualization Libraries

02/11/2022 ↪AI ↪AITech

☑missingNo ☑squarify ☑pyWaffle ☑matplotlib_venn

4 minute read

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pyWaffle

[AITech] 20220211 - Python Visualization Libraries

02/11/2022 ↪AI ↪AITech

☑missingNo ☑squarify ☑pyWaffle ☑matplotlib_venn

4 minute read

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matplotlib_venn

[AITech] 20220211 - Python Visualization Libraries

02/11/2022 ↪AI ↪AITech

☑missingNo ☑squarify ☑pyWaffle ☑matplotlib_venn

4 minute read

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마스터 클래스

[AITech] 20220211 - 회고

02/11/2022 ↪AI ↪AITech

☑마스터 클래스

less than 1 minute read

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Cloud System

[AITech] 20220217 - 회고

02/17/2022 ↪AI ↪AITech

☑Cloud System ☑Career Developing

1 minute read

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Career Developing

[AITech] 20220217 - 회고

02/17/2022 ↪AI ↪AITech

☑Cloud System ☑Career Developing

1 minute read

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Color

[AITech][Visualization] 20220218 - Custom Matplotlib Theme

02/18/2022 ↪AI ↪AITech ↪Visualization

☑Color ☑Facet ☑Visualization References

3 minute read

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Facet

[AITech][Visualization] 20220218 - Custom Matplotlib Theme

02/18/2022 ↪AI ↪AITech ↪Visualization

☑Color ☑Facet ☑Visualization References

3 minute read

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Visualization References

[AITech][Visualization] 20220218 - Custom Matplotlib Theme

02/18/2022 ↪AI ↪AITech ↪Visualization

☑Color ☑Facet ☑Visualization References

3 minute read

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인생의 방향성

[AITech] 20220218 - 회고

02/18/2022 ↪AI ↪AITech

☑마스터클래스 ☑인생의 방향성 ☑3월부터 도전-회고!!!

3 minute read

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3월부터 도전-회고!!!

[AITech] 20220218 - 회고

02/18/2022 ↪AI ↪AITech

☑마스터클래스 ☑인생의 방향성 ☑3월부터 도전-회고!!!

3 minute read

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recursion

[Baekjoon] 1074. Z

02/18/2022 ↪Algorithm ↪DivideConquer

☑recursion

1 minute read

문제 설명

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IO Stream

[Baekjoon] 1620. 나는야 포켓몬 마스터 이다솜

02/19/2022 ↪Algorithm ↪HashMap

☑IO Stream

4 minute read

문제 설명

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Floyd Warshall

[Baekjoon] 1389. 케빈 베이컨의 6단계 법칙

02/20/2022 ↪Algorithm ↪Graph ↪DFSBFS ↪ShortestPath

☑Floyd Warshall

3 minute read

문제 설명

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PyTorch

[AITech][Image Classification] 20220223 - Model

02/23/2022 ↪AI ↪AITech ↪ImageClassification

☑PyTorch ☑Transfer Learning

1 minute read

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Transfer Learning

[AITech][Image Classification] 20220223 - Model

02/23/2022 ↪AI ↪AITech ↪ImageClassification

☑PyTorch ☑Transfer Learning

1 minute read

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KMP

[Baekjoon] 5525. IOIOI

02/26/2022 ↪Algorithm ↪Implementation ↪String

☑KMP

1 minute read

문제 설명

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중국인의 나머지 정리

[Baekjoon] 6064. 카잉 달력

02/27/2022 ↪Algorithm ↪Math

☑중국인의 나머지 정리

2 minute read

문제 설명

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방향 그래프

[Baekjoon] 11403. 경로 찾기

03/03/2022 ↪Algorithm ↪Graph ↪DFSBFS

☑방향 그래프

1 minute read

문제 설명

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CNN Architectures

[AITech][CV] 20220307 - Part 1) Image Classification & Data Efficient Learning

03/07/2022 ↪AI ↪AITech

☑CNN Architectures ☑Data Efficient Learning ☑ResNet34 구현

12 minute read

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Data Efficient Learning

[AITech][CV] 20220307 - Part 1) Image Classification & Data Efficient Learning

03/07/2022 ↪AI ↪AITech

☑CNN Architectures ☑Data Efficient Learning ☑ResNet34 구현

12 minute read

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ResNet34 구현

[AITech][CV] 20220307 - Part 1) Image Classification & Data Efficient Learning

03/07/2022 ↪AI ↪AITech

☑CNN Architectures ☑Data Efficient Learning ☑ResNet34 구현

12 minute read

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FCN

[AITech][CV] 20220307 - Part 2) Semantic Segmentation

03/07/2022 ↪AI ↪AITech

☑FCN ☑U-Net ☑DeepLab

8 minute read

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DeepLab

[AITech][CV] 20220307 - Part 2) Semantic Segmentation

03/07/2022 ↪AI ↪AITech

☑FCN ☑U-Net ☑DeepLab

8 minute read

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이력서

[AITech] 20220308 - Do Learn Do Learn 2회차

03/08/2022 ↪AI ↪AITech

☑이력서

1 minute read

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Single-stage detector

[AITech][CV] 20220308 - Part 3) Object Detection

03/08/2022 ↪AI ↪AITech

☑Single-stage detector ☑Two-stage detector ☑Focal loss ☑RetinaNet ☑DETR

2 minute read

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Two-stage detector

[AITech][CV] 20220308 - Part 3) Object Detection

03/08/2022 ↪AI ↪AITech

☑Single-stage detector ☑Two-stage detector ☑Focal loss ☑RetinaNet ☑DETR

2 minute read

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Focal loss

[AITech][CV] 20220308 - Part 3) Object Detection

03/08/2022 ↪AI ↪AITech

☑Single-stage detector ☑Two-stage detector ☑Focal loss ☑RetinaNet ☑DETR

2 minute read

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Saliency Map

[AITech][CV] 20220308 - Part 4) CNN Visualization

03/08/2022 ↪AI ↪AITech

☑Filter ☑Saliency Map ☑Activation Map ☑Backpropagate features ☑Grad-CAM

10 minute read

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Activation Map

[AITech][CV] 20220308 - Part 4) CNN Visualization

03/08/2022 ↪AI ↪AITech

☑Filter ☑Saliency Map ☑Activation Map ☑Backpropagate features ☑Grad-CAM

10 minute read

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Backpropagate features

[AITech][CV] 20220308 - Part 4) CNN Visualization

03/08/2022 ↪AI ↪AITech

☑Filter ☑Saliency Map ☑Activation Map ☑Backpropagate features ☑Grad-CAM

10 minute read

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Grad-CAM

[AITech][CV] 20220308 - Part 4) CNN Visualization

03/08/2022 ↪AI ↪AITech

☑Filter ☑Saliency Map ☑Activation Map ☑Backpropagate features ☑Grad-CAM

10 minute read

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GloVe

[AITech][NLP] 20220310 - Part 1) Bag of Words & Word Embedding

03/10/2022 ↪AI ↪AITech

☑Word2Vec ☑GloVe

10 minute read

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Pruning

[Baekjoon] 14500. 테트로미노

03/12/2022 ↪Implementation ↪Bruteforce ↪Backtracking ↪Graph ↪DFSBFS

☑Pruning

8 minute read

문제 설명

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YOLO

[AITech][Object Detection] 20220323 - 1 Stage Detectors

03/23/2022 ↪AI ↪AITech

☑YOLO ☑SSD ☑RetinaNet

6 minute read

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SSD

[AITech][Object Detection] 20220323 - 1 Stage Detectors

03/23/2022 ↪AI ↪AITech

☑YOLO ☑SSD ☑RetinaNet

6 minute read

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mmdetection

[AITech][Object Detection] 20220329 - MMDetection - PyTorch Randomness 제어하기

03/29/2022 ↪AI ↪AITech ↪PyTorch

☑mmdetection

4 minute read

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Cascade RCNN

[AITech][Object Detection] 20220330 - Advanced Object Detection 1

03/30/2022 ↪AI ↪AITech

☑Cascade RCNN ☑Deformable Convolution ☑DETR ☑Swin Transformer'

8 minute read

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Deformable Convolution

[AITech][Object Detection] 20220330 - Advanced Object Detection 1

03/30/2022 ↪AI ↪AITech

☑Cascade RCNN ☑Deformable Convolution ☑DETR ☑Swin Transformer'

8 minute read

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Swin Transformer'

[AITech][Object Detection] 20220330 - Advanced Object Detection 1

03/30/2022 ↪AI ↪AITech

☑Cascade RCNN ☑Deformable Convolution ☑DETR ☑Swin Transformer'

8 minute read

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YOLOv4

[AITech][Object Detection] 20220331 - Advanced Object Detection 2

03/31/2022 ↪AI ↪AITech

☑YOLOv4 ☑M2Det ☑CornerNet

10 minute read

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M2Det

[AITech][Object Detection] 20220331 - Advanced Object Detection 2

03/31/2022 ↪AI ↪AITech

☑YOLOv4 ☑M2Det ☑CornerNet

10 minute read

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CornerNet

[AITech][Object Detection] 20220331 - Advanced Object Detection 2

03/31/2022 ↪AI ↪AITech

☑YOLOv4 ☑M2Det ☑CornerNet

10 minute read

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mAP

[AITech][Object Detection] 20220401 - Object Detection Competition

04/01/2022 ↪AI ↪AITech

☑mAP ☑Pipeline ☑Validation ☑Augmentation ☑Ensemble&TTA ☑Kaggle

9 minute read

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Pipeline

[AITech][Object Detection] 20220401 - Object Detection Competition

04/01/2022 ↪AI ↪AITech

☑mAP ☑Pipeline ☑Validation ☑Augmentation ☑Ensemble&TTA ☑Kaggle

9 minute read

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Validation

[AITech][Object Detection] 20220401 - Object Detection Competition

04/01/2022 ↪AI ↪AITech

☑mAP ☑Pipeline ☑Validation ☑Augmentation ☑Ensemble&TTA ☑Kaggle

9 minute read

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Augmentation

[AITech][Object Detection] 20220401 - Object Detection Competition

04/01/2022 ↪AI ↪AITech

☑mAP ☑Pipeline ☑Validation ☑Augmentation ☑Ensemble&TTA ☑Kaggle

9 minute read

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Ensemble&TTA

[AITech][Object Detection] 20220401 - Object Detection Competition

04/01/2022 ↪AI ↪AITech

☑mAP ☑Pipeline ☑Validation ☑Augmentation ☑Ensemble&TTA ☑Kaggle

9 minute read

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Kaggle

[AITech][Object Detection] 20220401 - Object Detection Competition

04/01/2022 ↪AI ↪AITech

☑mAP ☑Pipeline ☑Validation ☑Augmentation ☑Ensemble&TTA ☑Kaggle

9 minute read

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COCO

[AITech][Object Detection][P stage] 20220404 - Starting Object Detection

04/04/2022 ↪AI ↪AITech

☑COCO ☑EDA ☑Library ☑Loss

6 minute read

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Library

[AITech][Object Detection][P stage] 20220404 - Starting Object Detection

04/04/2022 ↪AI ↪AITech

☑COCO ☑EDA ☑Library ☑Loss

6 minute read

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Loss

[AITech][Object Detection][P stage] 20220404 - Starting Object Detection

04/04/2022 ↪AI ↪AITech

☑COCO ☑EDA ☑Library ☑Loss

6 minute read

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Spanning Tree

[Baekjoon] 9372. 상근이의 여행

04/06/2022 ↪Graph ↪Tree

☑Spanning Tree

1 minute read

문제 설명

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ST/MST

[Tree] ‘최소 신장 트리’에 대한 고찰

04/06/2022 ↪Graph ↪Tree ↪UnionFind

☑ST/MST ☑Prim ☑Kruskal

2 minute read

‘최소 신장 트리’에 대해 새로운 부분을 발견할 때마다 업데이트합니다.

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Prim

[Tree] ‘최소 신장 트리’에 대한 고찰

04/06/2022 ↪Graph ↪Tree ↪UnionFind

☑ST/MST ☑Prim ☑Kruskal

2 minute read

‘최소 신장 트리’에 대해 새로운 부분을 발견할 때마다 업데이트합니다.

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Kruskal

[Tree] ‘최소 신장 트리’에 대한 고찰

04/06/2022 ↪Graph ↪Tree ↪UnionFind

☑ST/MST ☑Prim ☑Kruskal

2 minute read

‘최소 신장 트리’에 대해 새로운 부분을 발견할 때마다 업데이트합니다.

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union

[UnionFind] ‘유니온 파인드’에 대한 고찰

04/06/2022 ↪Graph ↪Tree ↪UnionFind

☑union ☑find

1 minute read

‘유니온 파인드’에 대해 새로운 부분을 발견할 때마다 업데이트합니다.

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find

[UnionFind] ‘유니온 파인드’에 대한 고찰

04/06/2022 ↪Graph ↪Tree ↪UnionFind

☑union ☑find

1 minute read

‘유니온 파인드’에 대해 새로운 부분을 발견할 때마다 업데이트합니다.

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Minimum Spanning Tree

[Baekjoon] 1197. 최소 스패닝 트리

04/07/2022 ↪Graph ↪Tree ↪UnionFind

☑Minimum Spanning Tree

2 minute read

문제 설명

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Solution

[AITech][Object Detection][P stage] 20220408 - More Tips

04/08/2022 ↪AI ↪AITech

☑Solution

2 minute read

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OCR

[AITech][Data Annotation] 20220412 - OCR Technology and Services

04/12/2022 ↪AI ↪AITech

☑OCR

2 minute read

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Regression/Segmentation

[AITech][Data Annotation] 20220412 - Text Detection

04/12/2022 ↪AI ↪AITech

☑Regression/Segmentation ☑Character/Word ☑EAST model

4 minute read

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Character/Word

[AITech][Data Annotation] 20220412 - Text Detection

04/12/2022 ↪AI ↪AITech

☑Regression/Segmentation ☑Character/Word ☑EAST model

4 minute read

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EAST model

[AITech][Data Annotation] 20220412 - Text Detection

04/12/2022 ↪AI ↪AITech

☑Regression/Segmentation ☑Character/Word ☑EAST model

4 minute read

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데이터 수집 방법

[AITech][Data Annotation] 20220413 - OCR 데이터 소개

04/13/2022 ↪AI ↪AITech

☑데이터 수집 방법 ☑OCR 데이터셋 ☑UFO format

4 minute read

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OCR 데이터셋

[AITech][Data Annotation] 20220413 - OCR 데이터 소개

04/13/2022 ↪AI ↪AITech

☑데이터 수집 방법 ☑OCR 데이터셋 ☑UFO format

4 minute read

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UFO format

[AITech][Data Annotation] 20220413 - OCR 데이터 소개

04/13/2022 ↪AI ↪AITech

☑데이터 수집 방법 ☑OCR 데이터셋 ☑UFO format

4 minute read

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DBNet

[AITech][Data Annotation] 20220418 - Advanced Text Detection Models

04/18/2022 ↪AI ↪AITech

☑DBNet ☑MOST ☑TextFuseNet

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MOST

[AITech][Data Annotation] 20220418 - Advanced Text Detection Models

04/18/2022 ↪AI ↪AITech

☑DBNet ☑MOST ☑TextFuseNet

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TextFuseNet

[AITech][Data Annotation] 20220418 - Advanced Text Detection Models

04/18/2022 ↪AI ↪AITech

☑DBNet ☑MOST ☑TextFuseNet

4 minute read

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Synthetic Data

[AITech][Data Annotation] 20220418 - Bag of Tricks

04/18/2022 ↪AI ↪AITech

☑Synthetic Data ☑Data Augmentation ☑Multi-scale training

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Data Augmentation

[AITech][Data Annotation] 20220418 - Bag of Tricks

04/18/2022 ↪AI ↪AITech

☑Synthetic Data ☑Data Augmentation ☑Multi-scale training

4 minute read

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Multi-scale training

[AITech][Data Annotation] 20220418 - Bag of Tricks

04/18/2022 ↪AI ↪AITech

☑Synthetic Data ☑Data Augmentation ☑Multi-scale training

4 minute read

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COCO dataset

[AITech][Semantic Segmentation] 20220425 - Introduction

04/25/2022 ↪AI ↪AITech

☑COCO dataset ☑EDA ☑metric

1 minute read

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metric

[AITech][Semantic Segmentation] 20220425 - Introduction

04/25/2022 ↪AI ↪AITech

☑COCO dataset ☑EDA ☑metric

1 minute read

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DeconvNet

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 1

04/26/2022 ↪AI ↪AITech

☑DeconvNet ☑SegNet ☑FC DenseNet ☑UNet ☑DeepLab v1 ☑DilatedNet

8 minute read

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SegNet

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 1

04/26/2022 ↪AI ↪AITech

☑DeconvNet ☑SegNet ☑FC DenseNet ☑UNet ☑DeepLab v1 ☑DilatedNet

8 minute read

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FC DenseNet

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 1

04/26/2022 ↪AI ↪AITech

☑DeconvNet ☑SegNet ☑FC DenseNet ☑UNet ☑DeepLab v1 ☑DilatedNet

8 minute read

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UNet

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 1

04/26/2022 ↪AI ↪AITech

☑DeconvNet ☑SegNet ☑FC DenseNet ☑UNet ☑DeepLab v1 ☑DilatedNet

8 minute read

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DeepLab v1

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 1

04/26/2022 ↪AI ↪AITech

☑DeconvNet ☑SegNet ☑FC DenseNet ☑UNet ☑DeepLab v1 ☑DilatedNet

8 minute read

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DilatedNet

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 1

04/26/2022 ↪AI ↪AITech

☑DeconvNet ☑SegNet ☑FC DenseNet ☑UNet ☑DeepLab v1 ☑DilatedNet

8 minute read

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DeepLabv2

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 2

04/26/2022 ↪AI ↪AITech

☑DeepLabv2 ☑PSPNet ☑DeepLabv3 ☑DeepLabv3+

5 minute read

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PSPNet

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 2

04/26/2022 ↪AI ↪AITech

☑DeepLabv2 ☑PSPNet ☑DeepLabv3 ☑DeepLabv3+

5 minute read

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DeepLabv3

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 2

04/26/2022 ↪AI ↪AITech

☑DeepLabv2 ☑PSPNet ☑DeepLabv3 ☑DeepLabv3+

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DeepLabv3+

[AITech][Semantic Segmentation] 20220426 - Advanced Segmentation Models 2

04/26/2022 ↪AI ↪AITech

☑DeepLabv2 ☑PSPNet ☑DeepLabv3 ☑DeepLabv3+

5 minute read

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U-Net++

[AITech][Semantic Segmentation] 20220427 - High Performance U-Net Models

04/27/2022 ↪AI ↪AITech

☑U-Net ☑U-Net++ ☑U-Net 3+

7 minute read

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U-Net 3+

[AITech][Semantic Segmentation] 20220427 - High Performance U-Net Models

04/27/2022 ↪AI ↪AITech

☑U-Net ☑U-Net++ ☑U-Net 3+

7 minute read

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SlidingWindow

[Baekjoon] 2096. 내려가기

05/08/2022 ↪DynamicProgramming

☑SlidingWindow

3 minute read

문제 설명

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Rest API

[AITech][Product Serving] 20220523 - Fast API 1 (Fast API 개요)

05/23/2022 ↪AI ↪AITech

☑Rest API ☑Fast API

2 minute read

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Pydantic

[AITech][Product Serving] 20220524 - Fast API 2 (Fast API 기본 지식)

05/24/2022 ↪AI ↪AITech

☑Fast API ☑Pydantic

3 minute read

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Event Handler

[AITech][Product Serving] 20220525 - Fast API 3 (Fast API 심화)

05/25/2022 ↪AI ↪AITech

☑Event Handler ☑API Router ☑Error Handling ☑Background Task

1 minute read

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API Router

[AITech][Product Serving] 20220525 - Fast API 3 (Fast API 심화)

05/25/2022 ↪AI ↪AITech

☑Event Handler ☑API Router ☑Error Handling ☑Background Task

1 minute read

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Error Handling

[AITech][Product Serving] 20220525 - Fast API 3 (Fast API 심화)

05/25/2022 ↪AI ↪AITech

☑Event Handler ☑API Router ☑Error Handling ☑Background Task

1 minute read

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Background Task

[AITech][Product Serving] 20220525 - Fast API 3 (Fast API 심화)

05/25/2022 ↪AI ↪AITech

☑Event Handler ☑API Router ☑Error Handling ☑Background Task

1 minute read

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누적합

[Baekjoon] 11660. 구간 합 구하기

06/10/2022 ↪DynamicProgramming

☑누적합

2 minute read

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정수론

[Baekjoon] 13172. 시그마

06/16/2022 ↪Math ↪DivideConquer

☑정수론 ☑거듭제곱 ☑모듈로 곱셈 역원 ☑페르마의 소정리

4 minute read

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거듭제곱

[Baekjoon] 13172. 시그마

06/16/2022 ↪Math ↪DivideConquer

☑정수론 ☑거듭제곱 ☑모듈로 곱셈 역원 ☑페르마의 소정리

4 minute read

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모듈로 곱셈 역원

[Baekjoon] 13172. 시그마

06/16/2022 ↪Math ↪DivideConquer

☑정수론 ☑거듭제곱 ☑모듈로 곱셈 역원 ☑페르마의 소정리

4 minute read

문제 설명

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페르마의 소정리

[Baekjoon] 13172. 시그마

06/16/2022 ↪Math ↪DivideConquer

☑정수론 ☑거듭제곱 ☑모듈로 곱셈 역원 ☑페르마의 소정리

4 minute read

문제 설명

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