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tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Mamba SSM architecture

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Deploy a Production Ready Kubernetes Cluster

Accelerate your web app development | Build fast. Run fast.

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

:books: Web app for browsing, reading and downloading eBooks stored in a Calibre database

A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.

Datasets, Transforms and Models specific to Computer Vision

A retro game engine for Python

Janus-Series: Unified Multimodal Understanding and Generation Models

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

Python composable command line interface toolkit

A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API

Browser Harness | Self-healing harness that enables LLMs to complete any task.

Apprise - Push Notifications that work with just about every platform!

Network Analysis in Python

Universal Command Line Interface for Amazon Web Services

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

Open-source AI coworker, with memory

Universal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local SEO, maps intelligence, semantic clustering, e-commerce SEO, international SEO, Google APIs, and PDF/Excel reporting. Optional DataForSEO, Firecrawl, and Banana extensions.

Ceph is a distributed object, block, and file storage platform

The financial transactions database designed for mission critical safety and performance.

Qwen3-Coder is the code version of Qwen3, the large language model series developed by Qwen team.

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.