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annotated_deep_learning_paper_implementations

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

awesome-blockchain

收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料

awesome-chinese-nlp

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

bert-for-task

bert_qa_for_ailaw

bert_qa_for_chinese

book

Book PDF

chinese-stopwords

中文常用的停用词(包含百度、哈工大、四川大学等词表)

chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

coding-interview-university

A complete computer science study plan to become a software engineer.

compare

compare embedding

corpus_process_script

chinese and english corpus process script, python, c++, java

cs224n-2019

CS224n-2019 Assignment & Readings

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning, with an emphasis on Natural Language Processing

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl_eventextractionpapers

2015年以来基于深度学习方法的事件抽取论文整理

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

interview-notebook

:memo: 准备秋招学习笔记

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

multi-label_classification

transform multi-label classification as sentence pair task, with more training data and information

natural-questions

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.

nlp_research

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

nmt

TensorFlow Neural Machine Translation Tutorial

nrlpapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

openke

An Open-Source Package for Knowledge Embedding (KE)

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.