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Awesome List
A curated list of awesome LLM frameworks, libraries and software.
GitHub stars and default-branch commits for uhub/awesome-llm.
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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. ๐https://aka.ms/RD-Agent-Tech-Report
Low-code framework for building custom LLMs, neural networks, and other AI models
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
Evidently is โโan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
Data processing for and with foundation models! ๐ ๐ ๐ฝ โก๏ธ โก๏ธ๐ธ ๐น ๐ท
Statistical Machine Intelligence & Learning Engine
ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io.
DeepAnalyze is the first agentic LLM for autonomous data science. ๐ไฝ ็AIๆฐๆฎๅๆๅธ๏ผ่ชๅจๅๆๅคง้ๆฐๆฎ๏ผไธ้ฎ็ๆไธไธๅๆๆฅๅ๏ผ
โก๏ธSwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
Data-centric LLM training with dynamic sample selection, domain mixture optimization, and example reweighting inside the LLaMA-Factory training loop.
Machine Learning Journal for Intermediate to Advanced Topics.
Label, clean and enrich text datasets with LLMs.
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
A high performance Vector Database leveraging parallel graph computing
๐ฉโ๐ซ ๐จโ๐ซ The open-source curriculum of Enki!
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.