TensorFlow

Deep Learning for humans

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Provide an input CSV and a target field to predict, generate a model + code to run it.

Deploy a ML inference service on a budget in less than 10 lines of code.

Examples of Machine Learning code using Comet.ml

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

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

A library for high performance deep learning inference on NVIDIA GPUs.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

A toolset for black-box hyperparameter optimisation.

Deep Learning for humans

Machine Learning Toolkit for Kubernetes

2019-02

Low-code framework for building custom LLMs, neural networks, and other AI models


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

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

All models, datasets, and demos related to StarCoder!

TensorFlow's Visualization Toolkit

An open-source framework for machine learning and other computations on decentralized data.

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide b

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Open Machine Learning Compiler Framework

ML models and internal tensors 3D visualizer

AutoML library for deep learning

2018-10

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

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch

Early POC of genetic neural architecture search

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

FauxPilot - an open-source alternative to GitHub Copilot server

Fiddler Auditor is a tool to evaluate language models.

Checking your browser - reCAPTCHA

A toolset for black-box hyperparameter optimisation.

2018-06

A Hyperparameter Tuning Library for Keras

Deep Learning for humans

Low-code framework for building custom LLMs, neural networks, and other AI models

A model-agnostic visual debugging tool for machine learning

an ambient intelligence library

Mesh TensorFlow: Model Parallelism Made Easier

2023-05

TensorFlow's Visualization Toolkit

An open-source framework for machine learning and other computations on decentralized data.

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

A flexible, high-performance serving system for machine learning models

Open Machine Learning Compiler Framework

AutoML tools chain

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

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

A system-level, binary package and environment manager running on all major operating systems and platforms.

🦉 Data Versioning and ML Experiments

🏕️ Reproducible development environment for humans and agents

Transformer related optimization, including BERT, GPT

The Open Source Feature Store for AI/ML

A library for high performance deep learning inference on NVIDIA GPUs.

A hyperparameter optimization framework, inspired by Optuna.

Experiment tracking, ML developer tools

Federated Learning Made Easy

a distributed Hyperband implementation on Steroids

Collection of hyperparameter optimization benchmark problems

Tuning hyperparams fast with Hyperband

Distributed Asynchronous Hyperparameter Optimization in Python

A toolset for black-box hyperparameter optimisation.

Jupyter Interactive Notebook

Automated Machine Learning on Kubernetes

Visualise your Kedro data and machine-learning pipelines and track your experiments.

A Hyperparameter Tuning Library for Keras

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

Build, Manage and Deploy AI/ML Systems

Metric learning algorithms in Python

ModelFox makes it easy to train, deploy, and monitor machine learning models.

A global, black box optimization engine for real world metric optimization.

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Visualizer for neural network, deep learning and machine learning models

Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

Docker for Your ML/DL Models Based on OCI Artifacts

Resource scheduling and cluster management for AI

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

scikit-learn: machine learning in Python

Spearmint Bayesian optimization codebase

TensorFlow's Visualization Toolkit

Open Machine Learning Compiler Framework

A Cloud Native Batch System (Project under CNCF)

W&B Weave helps developers evaluate, monitor, and iterate continuously to deliver generative AI applications with confidence.

Build and Optimize your machine learning pipeline with the Weco Platform - based on AIDE ML, the LLM-powered code optimization Agent for Machine Learning Engineering.

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-pre

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 D

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

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Caffe: a fast open framework for deep learning.

Minimalist ML framework for Rust

A library for high performance deep learning inference on NVIDIA GPUs.

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Open Machine Learning Compiler Framework

A minimalist neural network library optimized for sparse data and single machine environments.