xiaolongguo's repositories

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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scrapy

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

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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.

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finvizfinance

Finviz analysis python library.

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MarkovJunior

Probabilistic PL based on pattern matching and constraint propagation, 148 examples

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dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

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Empyrial

Portfolio Management Framework for risk and performance analysis 投资组合管理

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stock-trading-ml

A stock trading bot that uses machine learning to make price predictions.

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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metaseq

Repo for external large-scale work

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awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

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trading-bot

Stock Trading Bot using Deep Q-Learning

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python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

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Hands-On-Financial-Trading-with-Python

Hands-On Financial Trading with Python, published by Packt

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ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

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XX-Net

A proxy tool to bypass GFW.

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Lhy_Machine_Learning

李宏毅2021春季机器学习课程课件及作业

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elasticsearch-py

Official Elasticsearch client library for Python

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streamlit

Streamlit — The fastest way to build data apps in Python

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sqlmap

Automatic SQL injection and database takeover tool

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free-programming-books

:books: Freely available programming books

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Trading-Bot---Deep-Reinforcement-Learning

A Deep Reinforcement Learning Trading Bot with PyTorch

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100-Days-Of-ML-Code

100 Days of ML Coding

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FATE

An Industrial Grade Federated Learning Framework

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Quantitative-analysis

量化研究-券商金工研报复现

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pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

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data-engineering-practice

Data Engineering Practice Problems

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anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

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