> ML_LIBRARIES_CATALOG_v1.0
Qualified ML Libraries
Every library is independently qualified with primary citations, supported version ranges, hardware accelerator separation, and real-world failure patterns.
DeepEval
Confident AI
The open-source pytest-native unit testing framework for LLM and RAG applications.
promptfoo
promptfoo
Developer-first CLI and CI/CD testing tool for prompt engineering, red teaming, and LLM evaluation.
TruLens
Truera / Snowflake
Open-source LLM evaluation and tracking library famous for formulating the RAG Triad.
MLflow
Databricks / Linux Foundation AI & Data
The industry-standard open-source platform for machine learning lifecycle management and model registries.
Weights & Biases
Weights & Biases Inc.
The premier deep learning experiment tracking and artifact lineage platform.
DVC
Iterative.ai
Git-native data version control and reproducible ML pipeline management.
Feast
Linux Foundation AI & Data / Feast Community
The leading open-source feature store for production machine learning and real-time inference.
BentoML
BentoML
High-performance model serving framework with adaptive micro-batching and containerization.
KServe
Linux Foundation AI & Data / KServe Community
Standardized serverless, cloud-native model inference platform on Kubernetes.
Kubeflow
Cloud Native Computing Foundation (CNCF)
The Cloud Native Computing Foundation (CNCF) platform for end-to-end machine learning on Kubernetes.
Metaflow
Outerbounds / Netflix
Netflix's human-centric Python framework for building and scaling real-world data science workflows.
ZenML
ZenML GmbH
Extensible, tool-agnostic MLOps framework that decouples pipeline code from cloud infrastructure.
Flyte
Linux Foundation AI & Data / Union.ai / Lyft
Enterprise-grade, strongly-typed workflow automation and orchestration platform on Kubernetes.
ClearML
Allegro AI / ClearML Community
Complete open-source MLOps suite for experiment tracking, remote execution, and data management.
TensorFlow.js
Google / TensorFlow Team
Google's machine learning library for training and deploying models in JavaScript, WebGL, and WebGPU.
Transformers.js
Hugging Face
Hugging Face's library for running state-of-the-art transformer models in JavaScript and WebGPU.
ml5.js
ITP NYU / ml5.js Community
User-friendly, beginner-accessible machine learning library for the web and creative coding.