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algo

Data Structure & Algorithm

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

coursera-deep-learning-deeplearning.ai

（完结）网易云课堂微专业《深度学习工程师》听课笔记，编程作业和课后练习

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cpp-0-1-resource

C++ 匠心之作 从0到1入门资料

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models for search and recommendation.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

densenet-keras

DenseNet Implementation in Keras with ImageNet Pretrained Models

dlrm

An implementation of a deep learning recommendation model (DLRM)

ehcf

This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

example-code

Example code for the book Fluent Python

examples

Examples for Bazel

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

icme2019-bytedance-grand-challenge

字节跳动短视频内容理解和推荐 Track2 Top8

js-sorting-algorithm

一本关于排序算法的 GitBook 在线书籍 《十大经典排序算法》，使用 JavaScript & Python & Go & Java 实现。

lifetime_value

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

mimn

models

Models and examples built with TensorFlow

myalgorithm

learning algorithm

pytorch-biggraph

Generate embeddings from large-scale graph-structured data.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.