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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

aswe

blog

Public repo for HF blog posts

cheatsheets

Official Matplotlib cheat sheets

cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

contrastive-predictive-coding-pytorch

Contrastive Predictive Coding for Automatic Speaker Verification

controllable-text-attribute-transfer

Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)

controlled-text-generation

Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"

cpc-tensorflow

Tensorflow implementation of "Representation Learning with Contrastive Predictive Coding"

emobank

This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.

eval-word-vectors

Easy to use scripts for evaluating word vectors on a variety of tasks.

fin_hypernym_detection

guyu

pre-training and fine-tuning framework for text generation

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hello-algorithm

🇨🇳🇨🇳🇨🇳 本项目包括：1、我写的三十万字图解算法题典 2、100 张编程类超清晰思维导图 3、100 篇大厂面经汇总 4、各语言编程电子书 100 本 5、小浩算法网站源代码 （ 🚀🚀 国人项目上榜首不易，右上角助力一波！干就对了，奥利给 ！🚀🚀）

howto-make-more-money

程序员如何优雅的挣零花钱，2.0版。Most of this not work outside China , so no English translate, sorry

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pytorch_rvae

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

sucromoco

tf-var-attention

Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)

tg-reading-list

A text generation reading list maintained by Tsinghua Natural Language Processing Group.

toward-controlled-generation-of-text-pytorch

A PyTorch Implementation of "Toward Controlled Generation of Text"

understanding-ai

personal repository for understanding ai