Introduction to Speech Processing

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

The simplest, fastest repository for training/finetuning small-sized VLMs.

The best ChatGPT that $100 can buy.

Hexagonal hierarchical geospatial indexing system

A modern synthesis of design-based causal inference and panel data methods for marketing analytics, featuring Synthetic Control, DiD, Matrix Completion, and DML.

Nano vLLM

A collection of useful .gitignore templates

Semantic IDs: How to train an LLM-Recommender Hybrid with steerability and reasoning on recommendations.

List of Data Science Cheatsheets to rule the world

This is an end to end MLOps system

A demo of the MMM package pymc_marketing

Ultimate guide for mastering Spark Performance Tuning and Optimization concepts and for preparing for Data Engineering interviews

Python code for common Machine Learning Algorithms

Building Realtime End to End Sales Forecasting ML Pipeline

Real-time Data Warehouse with Apache Flink & Apache Kafka & Apache Hudi

Implement a reasoning LLM in PyTorch from scratch, step by step

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Includes the exercises and chapter summaries of Marcos Lopez de Prado's Advances in Financial Machine Learning

VisualHFT is a WPF/C# desktop GUI that shows market microstructure in real time. You can track advanced limit‑order‑book dynamics and execution quality, then use its modular plugins to shape the an…

Python Backtesting library for trading strategies

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, i…

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

Graph Machine Learning, published by Packt

A database of 650 Machine Learning (ML) system design case studies from 100+ companies.