Open source ML dev environment tool - AI tools

TensorFlow is an open-source platform for machine learning. It provides a comprehensive ecosystem of tools, libraries, and resources for building and deploying ML models.

• Free

Unweave is an open-source platform simplifying the setup and management of machine learning development environments, enabling SSH access to GPU machines across various cloud providers.

• Freemium
• From 50$

Kubeflow is an open-source toolkit designed to make deploying, managing, and scaling machine learning workflows on Kubernetes simple and portable.

• Free

ML Showcase offers a curated collection of interactive Machine Learning projects with a zero-setup Jupyter Notebook environment running on free GPUs.

• Freemium

MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.

• Free

Hugging Face is a collaboration platform where the machine learning community creates, discovers, and collaborates on models, datasets, and applications. It offers comprehensive tools for hosting, developing, and deploying machine learning solutions.

• Freemium
• From 9$

/ML offers a full-stack AI infrastructure for serving large language models, training multi-modal models on GPUs, and hosting AI applications such as Streamlit, Gradio, and Dash, while providing cost observability.

• Contact for Pricing

Lokal.so is a developer tool that enables sharing local endpoints through Public URLs or .local domains, featuring HTTP Inspection and AI-assisted debugging capabilities.

• Freemium
• From 50$

Daytona provides a secure, scalable, and stateful infrastructure specifically designed for running AI-generated code, supporting development, evaluation, and deployment of AI agents and models.

• Usage Based

Openlayer provides a secure, SOC 2 Type 2 compliant platform for testing, evaluation, and observability of machine learning models. With its seamless, 60-second onboarding and commit-style versioning, it makes data-driven ML evaluation painless and effective.

• Contact for Pricing
• API

Metaflow is an open-source framework that simplifies the building and management of machine learning, AI, and data science projects. It provides tools for versioning, orchestration, and scaling compute resources.

• Free

Project MONAI is a set of open-source frameworks designed to accelerate research and clinical collaboration in medical imaging using AI.

• Free

Apache TVM is an open-source machine learning compiler framework designed to optimize and efficiently run computations on various hardware backends, including CPUs, GPUs, and accelerators.

• Free

ChatDev simulates a virtual software company using AI agents based on LLMs to automate tasks like designing, coding, testing, and documenting software projects.

• Free

Neuralhub is a comprehensive platform for building, tuning, and experimenting with neural networks, offering tools and resources for AI enthusiasts, researchers, and engineers in a collaborative environment.

• Freemium

Sematic is an open-source platform designed for ML teams to build, execute, track, and version machine learning pipelines across local machines and cloud infrastructure.

• Freemium

AI Studio is a comprehensive MLOps platform that provides enterprise-level tools for machine learning governance, monitoring, and deployment. It enables companies to streamline their ML operations with real-time insights and automated workflows.

• Freemium

Agenta is an LLM engineering platform offering tools for prompt engineering, versioning, evaluation, and observability in a single, collaborative environment.

• Freemium
• From 49$

GGML is a tensor library for machine learning, enabling large models and high performance on commodity hardware. It's designed for efficient on-device inference.

• Free

Coder is a self-hosted, open-source platform providing secure cloud development environments for developers and AI coding agents. It facilitates faster build/test cycles, secure contractor onboarding, and scalable AI agent deployment on your infrastructure.

• Freemium

Transformer Lab is an open-source platform enabling researchers, ML engineers, and developers to collaboratively build, train, evaluate, and deploy AI models with features like provenance, reproducibility, and transparency.

• Free

ClearML is an open-source platform designed to accelerate the development and deployment of AI/ML and LLM models at scale, offering a complete solution for developers.

• Freemium
• From 15$

Magic is developing advanced AI code models to automate software engineering and AI research, aiming for a safe path towards Artificial General Intelligence (AGI).

• Other

Blueprints by Mozilla.ai is a central hub for developers, offering open-source AI workflows (Blueprints) built using various tools, datasets, and models.

• Free

Hegel AI provides a developer platform for building, monitoring, and improving large language model (LLM) applications, featuring tools for experimentation, evaluation, and feedback integration.

• Contact for Pricing

DevZero provides customizable, standardized workspaces for developers, enabling collaborative coding and iteration in a production-symmetric environment.

• Freemium
• From 40$

AI Engineer Pack provides a curated collection of AI development tools and services, offering discounts and credits for popular platforms to help developers build and scale AI projects.

• Free

FastML is an MLOps boilerplate designed to streamline machine learning workflows. It offers ready-to-use scripts for data handling, modeling, and deployment, accelerating the process of turning ML ideas into reality.

• Pay Once

Anaconda is the world's most trusted open ecosystem for sourcing, building, and deploying data science and AI initiatives. It provides tools and platforms for individuals and enterprises to develop, manage, and secure their AI projects.

• Freemium
• From 15$

VESSL AI provides a full-stack cloud infrastructure for AI, enabling users to train, deploy, and manage AI models and workflows with ease and efficiency.

• Usage Based