xiaolongguo's repositories
tf-quant-finance
High-performance TensorFlow library for quantitative finance.
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
mlflow
Open source platform for the machine learning lifecycle
qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.
Riskfolio-Lib
Riskfolio-Lib is a library for making quantitative strategic asset allocation or portfolio optimization in Python.
FinanceOps
Research in investment finance with Python Notebooks
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
gs-quant
Python toolkit for quantitative finance
marker
Convert PDF to markdown quickly with high accuracy
alphalens
Performance analysis of predictive (alpha) stock factors
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。
alphagen
Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.
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