#machine-learning

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Open standard for machine learning interoperability

A hyperparameter optimization framework

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

scikit-learn: machine learning in Python

Streamlit — A faster way to build and share data apps.

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Workflow Engine for Kubernetes

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

NVIDIA cuML: GPU-Accelerated Machine Learning

Build, Manage and Deploy AI/ML Systems

Scalable and user friendly neural :brain: forecasting algorithms.

Lightning ⚡️ fast forecasting with statistical and econometric models.

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

⚡ TabPFN: Foundation Model for Tabular Data ⚡

Open ABI and FFI for Machine Learning Systems

Fast and Accurate ML in 3 Lines of Code

A library for training and deploying machine learning models on Amazon SageMaker

The simplest way to serve AI/ML models in production

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

The Open Source Feature Store for AI/ML

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

The official CLI and Python client for the Hugging Face Hub.

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

Deep Learning for humans