therealmolf

lida

Automatic Generation of Visualizations and Infographics using Large Language Models

textgrad

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

agentscope

Start building LLM-empowered multi-agent applications in an easier way.

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Scrapegraph-ai

Python scraper based on AI

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

ibis

the portable Python dataframe library

Verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

quix-streams

100% Python stream processing with Streaming DataFrames

mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

torchtune

A Native-PyTorch Library for LLM Fine-tuning

AIX360

Interpretability and explainability of data and machine learning models

pyreft

ReFT: Representation Finetuning for Language Models

faiss

A library for efficient similarity search and clustering of dense vectors.

vega

A visualization grammar.

covalent

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.

nnsight

The nnsight package enables interpreting and manipulating the internals of deep learned models.

scikit-llm

Seamlessly integrate LLMs into scikit-learn.

concordia

A library for generative social simulation

guidance

A guidance language for controlling large language models.

DataDreamer

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

DeepSeek-Coder

DeepSeek Coder: Let the Code Write Itself

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

ARENA_3.0

PySyft

Perform data science on data that remains in someone else's server

llm_distillation_playbook

Best practices for distilling large language models.

promptbench

A unified evaluation framework for large language models

TaskWeaver

A code-first agent framework for seamlessly planning and executing data analytics tasks.

draw-a-ui

Draw a mockup and generate html for it