xiaolongguo's repositories
marker
Convert PDF to markdown quickly with high accuracy
hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。
numpy-ml
Machine learning, in numpy
python-mastery
Advanced Python Mastery (course by @dabeaz)
pygwalker
PyGWalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis
gpt4free
decentralising the Ai Industry, free gpt-4/3.5 scripts through several reverse engineered api's ( poe.com, phind.com, chat.openai.com, phind.com, writesonic.com, sqlchat.ai, t3nsor.com, you.com etc...)
DeepSpeedExamples
Example models using DeepSpeed
AnimatedDrawings
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
wtpy
wtpy是基于wondertrader为底层的针对python的子框架
wondertrader
WonderTrader——量化研发交易一站式框架
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
God-Level-Data-Science-ML-Full-Stack
This roadmap contains 16 Chapters that can be completed in 8 months, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science.
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
pydantic
Data validation using Python type hints
Time-Series-Library
A Library for Advanced Deep Time Series Models.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Deep-Reinforcement-Learning-with-Python
Deep Reinforcement Learning with Python, Second Edition, published by Packt
mctx
Monte Carlo tree search in JAX
SciencePlots
Matplotlib styles for scientific plotting
openctp
CTP开放平台提供A股、港股、美股、期货、期权等全品种接入通道，通过提供中泰证券XTP、华鑫证券奇点、东方证券OST、东方财富证券EMT、盈透证券TWS等各通道的CTPAPI接口，CTP程序可以无缝对接各股票柜台。平台也提供了一套基于TTS交易系统的模拟环境，同样提供了CTPAPI兼容接口，可以替代Simnow，为CTP量化交易开发者提供7x24可用的模拟环境。
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.
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
FinRL_Podracer
FinRL-Podracer is a cloud solution.
ElegantRL
Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥
FinRL
FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
FinRL-Meta
FinRL-Meta: Data-Driven Metaverse for Financial Reinforcement Learning. 🔥