An implementation of Pregel framework and graph algorithms on top of it with Ibis project DataFrames.

Replicate data from MySQL, Postgres and MongoDB to ClickHouse®

Python package for the creation, manipulation, and learning of Causal DAGs

Causal discovery made easy.

Causal discovery algorithms and tools for implementing new ones

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

On the Role of Sparsity and DAG Constraints for Learning Linear DAGs

Implementations of var-sortability, sortnregress, and chain-orientation as presented in the article "Beware of the Simulated DAG": https://arxiv.org/abs/2102.13647.

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

Make GNN easy to start with

LLM101n: Let's build a Storyteller

web search done right

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

For when people get too hyped up about things

🔥Highlighting the top ML papers every week.

Distribute and run LLMs with a single file.

RelBench: Relational Deep Learning Benchmark

Simple text to phones converter for multiple languages

PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html

An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io/vallex/

General technology for enabling AI capabilities w/ LLMs and MLLMs

Bootcamp notebooks

Public baseline for contest

List of Public Blogs of Hacker News users

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

A curated list of Polars talks, tools, examples & articles. Contributions welcome !