Repository Index

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

• machine-learning
• ai
• ml
• mlflow

Build, Manage and Deploy AI/ML Systems

• machine-learning
• model-management
• ai
• ml

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

• data-science
• python
• machine-learning
• pycaret

The Open Source Feature Store for AI/ML

• machine-learning
• features
• ml
• big-data

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

• python
• ai
• data-science
• data-visualization

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

• mlops
• machine-learning
• data-science
• production-ready

Superduper: End-to-end framework for building custom AI applications and agents.

• ai
• mlops
• torch
• transformers

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

• machine-learning
• ml
• model-validation
• data-validation

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

• deployment
• ml
• mlops
• crypto