Beast code in Giters

James's starred repositories

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:Jupyter NotebookMIT49262 434 123

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

Language:Shell47993 376 215

kuboard-press

Kuboard 是基于 Kubernetes 的微服务管理界面。同时提供 Kubernetes 免费中文教程，入门教程，最新版本的 Kubernetes v1.23.4 安装手册，(k8s install) 在线答疑，持续更新。

Language:JavaScript21339 203 491

pytorch_geometric

Graph Neural Network Library for PyTorch

Language:PythonMIT20353 255 3441

Administrative-divisions-of-China

中华人民共和国行政区划：省级（省份）、地级（城市）、县级（区县）、乡级（乡镇街道）、村级（村委会居委会），**省市区镇村二级三级四级五级联动地址数据。

Language:JavaScriptWTFPL17855 383 125

PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

Language:PythonApache-2.011573 103 3437

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

Language:Python6294 104 5

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Language:PythonMIT4329 88 10

PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

Language:PythonNOASSERTION3354 89 196

Pretrained-Language-Model

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

Language:Python2972 57 201

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Language:PythonApache-2.02922 75 263

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

Language:PythonMIT2063 53 121

NLPer-Arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

Language:PythonMIT2057 49 11

ChineseNLP

Datasets, SOTA results of every fields of Chinese NLP

Language:HTML1777 60 11

TextMatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

Language:Python767 9 15

MRC_Competition_Dureader

机器阅读理解冠军/亚军代码及中文预训练MRC模型

Language:Python716 5 55

textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Language:PythonGPL-3.0630 18 32

NLP_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Language:Python551 8 17

ChineseBLUE

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Language:PythonApache-2.0518 12 18

GraphSAINT

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

Language:PythonMIT462 8 45