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100-days-of-ml-code

100-Days-Of-ML-Code中文版

ai-roadmap

ApacheCN AI 路线图（知识树）

autots

autoTS

cnn-feature-extraction

CNN 用来对向量进行特征提取，向量可以是文本的embedding、社交网络节点的embedding、图片等

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

es-rnn-pytorch

This is a work in progress Pytorch implementation of the recently proposed ES-RNN by Slawek Smyl, winner of the M4 competition

facebook-page-spider

Facebook 模拟账号登陆根据目标用户的 facebook id 爬取页面数据

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

graphneuralnetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

kaggle-instant-gratifaction-scheme

私榜可达到rank1分数的方案

kaggle_generate-dogs_public-1st-private-16th-solution

kaggle_generate-dogs_public-1st-private-16th-solution(GAN)

leetcode-----

leetcode 刷题记录

ngender

根据姓名来判断性别

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-tutorial

Build your neural network easy and fast

tsfresh

Automatic extraction of relevant features from time series: