guangyao zhao

every-embodied. 仅需Python基础，从0构建自己的具身智能机器人；从0逐步构建VLA/OpenVLA/SmolVLA/Pi0， 深入理解具身智能

DeepSeek-V3. Python

DeepSeek-R1.

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

ragflow. RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

tiny-universe. 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

peft. 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

netron. Visualizer for neural network, deep learning and machine learning models

alpaca-lora. Instruct-tune LLaMA on consumer hardware

llama. Inference code for Llama models

JioNLP. 中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

pytorch_chinese_lm_pretrain. pytorch中文语言模型预训练

HeteroQA. WSDM 2022 paper HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling

LLM-RLHF-Tuning. LLM Tuning with PEFT (SFT+RM+PPO+DPO with LoRA)

LlamaFactory. Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

ChatGLM-Tuning. 基于ChatGLM-6B + LoRA的Fintune方案

Prompt-Engineering-Guide. 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

lac. 百度NLP：分词，词性标注，命名实体识别，词重要性

W2NER. Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

Deep-Learning-with-TensorFlow-book. 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

CPlusPlusThings. C++那些事

WenTianSearch. A baseline for WenTianSearch

listen1_desktop. one for all free music in china (Windows, Mac, Linux desktop)

ansj_seg. ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

blog. personal blog (powered by hexo) source code

pyecharts. 🎨 Python Echarts Plotting Library

PaddleNLP. Easy-to-use and powerful LLM and SLM library with awesome model zoo.

homonymy_acl21. Python

a_journey_into_math_of_ml. 汉语自然语言处理视频教程-开源学习资料

tabby. A terminal for a more modern age

memory_profiler. Monitor Memory usage of Python code

miniforge. A conda-forge distribution.

Magic-NLPer. 关于机器学习，深度学习，自然语言处理等各种算法的实现、示例，与博客文章配套，论文复现等

Simrank. spark-simrank scala

doccano. Open source annotation tool for machine learning practitioners.

dssm. DSSM and Multi-View DSSM

eat_tensorflow2_in_30_days. Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

CLUEDatasetSearch. 搜索所有中文NLP数据集，附常用英文NLP数据集

parser. :rocket: State-of-the-art parsers for natural language.

DDParser. 百度开源的依存句法分析系统

pyyaml. Canonical source repository for PyYAML

toml. Tom's Obvious, Minimal Language

rec-sys. Recommendation System Work Summary

xgboost-doc-zh. XGBoost 中文文档

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

nlp-competitions-list-review. 复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

lexsub. Python

Top-AI-Conferences-Paper-with-Code. MLNLP：本仓库整理人工智能会议（如 ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、ICLR、NeurIPS、ICML 等）中开源代码的论文。

clip-as-service. 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Chinese-BERT-wwm. Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

lx-music-desktop. 一个基于 Electron 的音乐软件

Cail_Text_similarity_esimtribert. Cail 5th scheme

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Deep-Learning-21-Examples. 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

nowcoder. 牛客网部分编程题参考代码。

deskflow. Share a single keyboard and mouse between multiple computers.

sequence_tagging. Named Entity Recognition (LSTM + CRF) - Tensorflow

TNet. Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)

tssgm. Python

TabNine. AI Code Completions

pan-light. 百度网盘不限速客户端, golang + qt5, 跨平台图形界面

Apollo-11. Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

bert-chinese-ner. 使用预训练语言模型BERT做中文NER

interview_internal_reference. 2025年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

allennlp. An open-source NLP research library, built on PyTorch.

pytorch_BiLSTMCRFLabelerBatch. Python

GAN-discussions. GAN讨论群讨论汇总的地方

terminal. The new Windows Terminal and the original Windows console host, all in the same place!

transformer. Neutron: A pytorch based implementation of Transformer and its variants.

996.ICU. Repo for counting stars and contributing. Press F to pay respect to glorious developers.

my-site. springboot2.0开发的个人网站，集成了：个人首页，个人博客，个人作品

druid. 阿里云计算平台DataWorks(https://help.aliyun.com/document_detail/137663.html) 团队出品，为监控而生的数据库连接池

ai-deadlines. :alarm_clock: AI conference deadline countdowns

solarized. precision color scheme for multiple applications (terminal, vim, etc.) with both dark/light modes

DeepLearning-500-questions. 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

ohmyzsh. 🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.

jedi-vim. Using the jedi autocompletion library for VIM.

JD-Coin. 自动登录京东，打卡领钢镚，签到领京豆

windows95. Windows 95 in an app. Runs on macOS, Linux, and Windows.

Chinese-Word-Vectors. 100+ Chinese Word Vectors 上百种预训练中文词向量

cnn-text-classification-tf. Convolutional Neural Network for Text Classification in Tensorflow

tensorflow. An Open Source Machine Learning Framework for Everyone

SLTK. 序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

zhon. Constants used in Chinese text processing

comment_sentiment_analysis. 爬取酒店评论并作情感分析

my_spider. 爬携程酒店评论

HotelSpider. 爬取两个网站关于酒店评论的数据，包括携程与agoda。

ctrip_spider. Scrape Learning (ctrip)

scrapy_hotel_review. obtain hotel reviews from booking.com with scrapy framework.

MyCodes. Jupyter Notebook

jd_spider. 京东爬虫，可抓取京东商品信息和评论

scrapy. Scrapy, a fast high-level web crawling & scraping framework for Python.

python3-scrapy-spider-phantomjs-selenium. 基于Python3的动态网站爬虫，使用selenium+phantomjs实现爬取动态网站, 本项目以爬取今日头条为例

poplar. A web-based annotation tool for natural language processing (NLP)

NLP-JD. This is the program which tries to classifier the sentiment of the production's comments in JD.

jieba. 结巴中文分词

Scrapy-Spider-based-on-Python3. 基于Python3的Scrapy网页爬虫框架

njmere. neural joint model for entity and relation extraction

pytorch_BiLSTMCRFLabeler. Python

clean_corpus. Python

vim-galore-zh_cn. Vim 从入门到精通

NCRFpp. NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

LM-LSTM-CRF. Empower Sequence Labeling with Task-Aware Language Model

blog. 基于django1.10的个人博客

ailearning. AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

BiLSTM-CRF-pytorch. Python

CoreNLP. CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

language-universal-parser. C++

MT-based-on-dynet. C++

SelfAttentive. Implementation of A Structured Self-attentive Sentence Embedding

cupy. NumPy & SciPy for GPU

JunNMT. Neural Machine Translation in Pytorch

dynmt-py. Neural machine translation implementation using dynet's python bindings

dynet. DyNet: The Dynamic Neural Network Toolkit

easy2db. Its purpose is to send java objects to database without writing one SQL statement.

sent-conv-torch. Text classification using a convolutional neural network.

share.js. 一键分享到微博、QQ空间、QQ好友、微信、腾讯微博、豆瓣、Facebook、Twitter、Linkedin、Google+、点点等

pages. Shell

hexo-theme-tranquilpeak. :lipstick: A gorgeous responsive theme for Hexo blog framework

scikit-learn. scikit-learn: machine learning in Python

fastText. Library for fast text representation and classification.

pytorch-wordemb. Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch

pytorch_Embedding_Packed. package the function of nn.Embedding, nn.Dropout() in pytorch for use

embedding-evaluation. Evaluation tool for word embeddings

nlp_storeroom. NLP的一些公开资料，有些是别人原始分享的，有些是处理了一下。

csdn. python实现csdn刷阅读量

pandoc. Universal markup converter

treelstm.pytorch. Tree LSTM implementation in PyTorch

yunan4nlp.github.io. HTML

FirstSegmentor. C++

pytorch_Highway_Networks. Highway Networks implement in pytorch

attention-is-all-you-need-pytorch. A PyTorch implementation of the Transformer model in "Attention is All You Need".

pytorch_seq2seq_segpos. Python

AttentionTargetSentiment. EACL 2017

pytorch-bilstmcrf. Python

penn. UPenn CIS 526

laozhongyi. Laozhongyi is an automatic hyperparameter tuning program based on grid search and simulated annealing.

DeepLearningForNLPInPytorch. An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

LSTM-Classification-pytorch. Text classification based on LSTM on R8 dataset for pytorch implementation

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

OpenNMT-py. Open Source Neural Machine Translation and (Large) Language Models in PyTorch

cnn-text-classification. 基于卷积神经网络参数优化的情感分析论文code

awesome-nlp. :book: A curated list of resources dedicated to Natural Language Processing (NLP)

Machine-Learning-Tutorials. machine learning and deep learning tutorials, articles and other resources

neural-network-papers. JavaScript

progit2. Pro Git 2nd Edition

NNClassifier. C++

maxEntropy. C++

text. Models, data loaders and abstractions for language processing, powered by PyTorch

weekly-in-nlplab.

word2vecpy. Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms

GIGADataProcessor. Java

word2vec_commented. Commented (but unaltered) version of original word2vec C implementation.

word2vec_pytorch. Python

pytorch-beginner. pytorch tutorial for beginners

practical-pytorch. Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Convolutional_LSTM_PyTorch. Multi-layer convolutional LSTM with Pytorch

text-classification-in-pytorch-using-lstm. classification of the imdb large movie review dataset

svm-classification. SVM classification using custom kernel + make plot.ly plots

PyTorch-Tutorial. Build your neural network easy and fast, 莫烦Python中文教学

AndroidNote. Android基础知识、Android进阶知识、Android自定义View相关、面试相关的知识，欢迎fork，star～

moniel. Interactive Notation for Computational Graphs

cnn-text-classification-pytorch. CNNs for Sentence Classification in PyTorch