Joshua's 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, ... 🧠
yarle
Yarle - The ultimate converter of Evernote notes to Markdown
MarkovJunior
Probabilistic language based on pattern matching and constraint propagation, 153 examples
picoGPT
An unnecessarily tiny implementation of GPT-2 in NumPy.
stable-diffusion-webui
Stable Diffusion web UI
GeneticAlgorithm
Some application 4 Genetic Algorithm
Ray-Applicatons
Some useful tools powered by Ray
ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
DataCollection
collect some interesting data
Squeeze
ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause
Feature_Selection
基于ray的特征选择库，集成多种方法 (a tool for feature selection based on ray distributed framework)
ChainKnowledgeGraph
ChainKnowledgeGraph, 产业链知识图谱包括A股上市公司、行业和产品共3类实体，包括上市公司所属行业关系、行业上级关系、产品上游原材料关系、产品下游产品关系、公司主营产品、产品小类共6大类。 上市公司4,654家，行业511个，产品95,559条、上游材料56,824条，上级行业480条，下游产品390条，产品小类52,937条，所属行业3,946条。
AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
wechat-bot
带二次开发接口的PC微信聊天机器人
NLP-Interview-Notes
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
SPACES
端到端的长本文摘要模型（法研杯2020司法摘要赛道）
coder2gwy
互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。
DjangoBlog
🍺基于Django的博客系统
tushare
TuShare is a utility for crawling historical data of China stocks
Chinese-NLP-Corpus
Collections of Chinese NLP corpus
ML-notes
notes about machine learning
ALBERT_NER_KERAS
利用ALBERT和BI-LSTM，在Keras中实现序列标注算法。
DecryptLogin
Login some website using requests
HanLP
中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 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
Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
models
Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）