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2023_mlf_project

algorithmic-trading-with-python

Source code for Algorithmic Trading with Python (2020) by Chris Conlan

alphahunter

异步事件驱动/量化交易/做市系统/策略研究/策略回测

alphalens

Performance analysis of predictive (alpha) stock factors

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

backtrader

Python Backtesting library for trading strategies

event-driven-backtesting

The strategy-backtesting repository will hold the event driven python backtester. This program will test algorithmic strategies and provide interaction to a fake Interactive Brokers portfolio.

finance

python 金融衍生品大数据分析

financepy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

fxincome

A quantitative tool for fixincome instrument

give-me-some-credit

hands-on-gradient-boosting-with-xgboost-and-scikit-learn

Hands-On Gradient Boosting with XGBoost and Scikit-learn Published by Packt

high-frequency-data---limit-order-books

Some Python codes for explorating High Frequency Data, Generating and Estimating Hawkes Processes and Simulating Limit Order Books.

highfrequencytradingsvms

This project implements a high frequency trading strategy that utilizes Support Vector Machines to capture statistical arbitrage in the pricing of Class A and Class C Google stocks.

learn_backtrader

BackTrader中文教程笔记（by：量化投资与机器学习），系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等，彻底掌握量化神器的使用方法。章节：介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……（持续更新中）

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

mastering-python-for-finance-second-edition

Mastering Python for Finance – Second Edition, published by Packt

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

ml-hft

High frequency trading (HFT) framework built for futures using machine learning and deep learning techniques

mlf

Machine Learning for Finance: 2019-20 Module 3 (Spring 2020)

onepy

Python Backtesting library for OnePiece in trading.

phbs_mlf_2021

Homework and Projects for 'Machine Learning for Finance'

py4at

Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.

pyalgotrade

Python Algorithmic Trading Library

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

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

qbot

[updating ...] 自动量化交易机器人 Qbot is an AI-oriented quantitative investment platform, which aims to realize the potential, empower AI technologies in quantitative investment.

quantaxis

QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案

quantstart-backtester

sgx-full-orderbook-tick-data-trading-strategy

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.