“达观杯”文本智能处理挑战赛，Rank11/2862解决方案

搜索所有中文NLP数据集，附常用英文NLP数据集

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路,完整单步/回看/变速/语音讲解在 algomooc.com）

Chinese Data Competitions' Solutions

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

NLP/ML面试各类资料链接 汇总（主要Github收集）

Open-source VPN for speed, privacy, and censorship circumvention. Free to download on Android, iOS, Windows, macOS, and Linux.

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

NLP研究入门之道

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

Text Classification Algorithms: A Survey

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Pytorch + NLP, 一份友好的项目实践仓库

A Benchmark of Text Classification in PyTorch

A curated list of resources dedicated to Natural Language Generation (NLG)

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Loss function of various types of GANs

Tensorflow implemention of various GAN.

GANs with spectral normalization and projection discriminator

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN