🔊 Text-Prompted Generative Audio Model

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 ;)

The fastai deep learning library

A game theoretic approach to explain the output of any machine learning model.

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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

PRML algorithms implemented in Python

FinRL: Financial Reinforcement Learning. 🔥

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Notebooks for learning deep learning

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

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

Useful functions, tutorials, and other Python-related things

A high performance implementation of HDBSCAN clustering.

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collec…

Machine learning lessons and teaching projects designed for engineers

Jupyter notebook and datasets from the pandas video series

Source code accompanying O'Reilly book: Machine Learning Design Patterns

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

General Assembly's 2015 Data Science course in Washington, DC

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈

A collection of work related to COVID-19

Instructional notebooks on music information retrieval.

A free tutorial for Apache Spark.

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Utility functions for handling MIDI data in a nice/intuitive way.

Advances in Financial Machine Learning

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

Deep Learning Cookbox