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Python - 100天从新手到大师
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Code for Machine Learning for Algorithmic Trading, 2nd edition.
FinRL®: Financial Reinforcement Learning. 🔥
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
An open-source, low-code machine learning library in Python
Python toolkit for quantitative finance
Portfolio and risk analytics in Python
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Technical Analysis Library using Pandas and Numpy
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Probabilistic reasoning and statistical analysis in TensorFlow
Text and supporting code for Think Stats, 2nd Edition
Performance analysis of predictive (alpha) stock factors
Language-Agnostic SEntence Representations
Productivity Tools for Plotly + Pandas
小型金融知识图谱构建流程（neo4j / python / cypher / KG）
Quantitative analysis, strategies and backtests
Quantitative research and educational materials
IPython Parallel: Interactive Parallel Computing in Python
A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for b…