andong0323's repositories
abseil-cpp
Abseil Common Libraries (C++)
ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
allRank
allRank is a framework for training learning-to-rank neural models based on PyTorch.
andong0323.github.io
personal blog
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
chinese-poetry
The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Deep-learning-books
Books for machine learning, deep learning, math, NLP, CV, RL, etc
elasticsearch-head-chrome
Chrome Extension containing the ElasticSearch Head application.
FasterTransformer
Transformer related optimization, including BERT, GPT
fitlog
fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
medium-unlimited
A browser extension to read medium.com articles for free without membership.
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
Neo4j-KGBuilder
Neo4j+springboot+vue+d3.js知识图谱构建和可视化
netron
Visualizer for neural network, deep learning, and machine learning models
or-tools
Google's Operations Research tools:
Perplexica
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
playwright
Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
pytextclassifier
pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，BiLSTM_Attention，BERT等模型实现，开箱即用。
spinningup
An educational resource to help anyone learn deep reinforcement learning.
Statistics_Python_Codes
《统计学原理实验教程（Python）》书中代码实现。尽可能加注释，力求代码的可复用性。
Streamlit-Authenticator
A secure authentication module to validate user credentials in a Streamlit application.
TensorFlow_Engineering_Implementation
The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.