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alexnet

AlexNet pytorch

algorithm-note

该系列包括数组，链表，树，图，递归，DP，有序表等相关数据结构与算法的讲解及代码实现。

all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bigdata_resourcebase

大数据人工智能特长队资源、技术问题与解决汇总

cifar-zoo

PyTorch implementation of CNNs for CIFAR benchmark

cnn_model

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

cvpytorch

CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science-notes

数据科学的笔记以及资料搜集

data_mining_models

Basic data mining model, including feature importance display

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning.ai-notes

基于Andrew Ng DeepLearning.ai课程的学习笔记

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

facial-expression-recognition.pytorch

A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset

generative_adversarial_network_with_python

git_test

用来测试git使用方法的仓库

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

interview

Interview = 简历指南 + LeetCode + Kaggle

learn-statistical-learning-method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

lihang-code

《统计学习方法》的代码实现

ml-from-scratch

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml-surveys

📋 Survey papers summarizing advances in machine learning.

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml_exercise

西瓜书，课后习题

neural-nets

Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course