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Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models (CRFM) at Stanford for holistic, reproducible and transparent evaluation of foundation models, including large language models (LLMs) and multimodal models.

With Holoviews, your data visualizes itself.

chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse

The strictest and most opinionated python linter ever!

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Sane and flexible OpenAPI 3 schema generation for Django REST framework.

OpenMV Camera Module

Pandas integration with sklearn

LLM speculative inference server for heterogeneous hardware & consumer GPUs

POT : Python Optimal Transport

Python dictionaries with advanced dot notation access

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Turn expensive prompts into cheap fine-tuned models

Sequential model-based optimization with a `scipy.optimize` interface

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Feature rich robust FastAPI template.

The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure

QuantMind is an agent-native knowledge extraction and retrieval framework for quantitative finance.

Build, Store, and Distribute your Applications and Containers

Minimalistic large language model 3D-parallelism training

The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.

🖼️ Create beautiful maps from OpenStreetMap data in a streamlit webapp

Community maintained hardware plugin for vLLM on Ascend

A Python library for reading and writing PDF, powered by QPDF

Adaptive Experimentation Platform

Concatenate a directory full of files into a single prompt for use with LLMs

A Python tool to visualize + enforce dependencies, using modular architecture 🌎 Open source 🐍 Installable via pip 🔧 Able to be adopted incrementally - ⚡ Implemented with no runtime impact ♾️ Interoperable with your existing systems 🦀 Written in rust

Misago is fully featured modern forum application that is fast, scalable and responsive.

Social reading and reviewing, decentralized with ActivityPub

Switchyard lets LLM applications route traffic across models and providers while preserving native OpenAI and Anthropic API compatibility - enabling flexible model selection, benchmarking, and cost/performance optimization.