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Python training for business analysts and traders

Jupyter Notebook 4,715 925 Updated Jul 17, 2024

Machine Learning in Finance: From Theory to Practice Book

Jupyter Notebook 1,634 450 Updated Jun 13, 2020

ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.

Python 473 147 Updated May 19, 2024

A multi-factor equity risk model for quantitative trading.

Python 292 52 Updated Aug 15, 2024

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

PostScript 16,931 2,077 Updated Feb 4, 2024

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas…

Python 15,008 2,582 Updated Aug 14, 2024

A program for financial portfolio management, analysis and optimisation.

Python 1,363 189 Updated Nov 4, 2023

Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.

Jupyter Notebook 181 22 Updated Jan 14, 2024

Macrosynergy Quant Research

Python 77 14 Updated Aug 14, 2024

Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

C++ 2,907 498 Updated Aug 8, 2024

High-performance TensorFlow library for quantitative finance.

Python 4,414 566 Updated May 20, 2024

Python library for portfolio optimization built on top of scikit-learn

Python 1,072 83 Updated Aug 12, 2024

Python interactive dashboards for learning data science

Jupyter Notebook 636 116 Updated Aug 14, 2024

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Jupyter Notebook 3,175 366 Updated Aug 11, 2024

Python toolkit for quantitative finance

Jupyter Notebook 7,416 897 Updated Aug 14, 2024

Open source TCA (transaction cost analysis) Python library for FX spot

Python 230 70 Updated Feb 2, 2024

Transparent and Efficient Financial Analysis

Python 2,714 334 Updated Aug 12, 2024

The QuantLib C++ library

C++ 5,138 1,760 Updated Aug 12, 2024

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

R 6,242 222 Updated Jul 11, 2024

A portfolio management algorithm for the 21st century.

Jupyter Notebook 81 14 Updated Sep 21, 2020

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

Python 3,441 544 Updated May 10, 2024

Portfolio optimization and back-testing.

Python 936 247 Updated Aug 14, 2024

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

3,115 386 Updated Jun 10, 2024

This repository contains everything you need to become proficient in Time Series Analysis and Forecasting

313 45 Updated Jan 27, 2024

Quant/Algorithm trading resources with an emphasis on Machine Learning

2,615 554 Updated Aug 15, 2023

Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖

Python 659 43 Updated Jul 25, 2024

Curated list of interactive ML demos

334 12 Updated Nov 21, 2023
Jupyter Notebook 1 Updated Jul 30, 2023

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

Jupyter Notebook 1,378 490 Updated Jul 12, 2024
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