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Traceml: Open-source performance diagnostics for PyTorch training runs. It is listed under Development & Code on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Traceml. This is an automatic list. We have not written a researched verdict for Traceml yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning.
TensorOpera AI is a platform for building and running AI agents together with the models behind them. It spans three layers: a studio for creating agents from prompts, workflows, APIs or full frameworks; a model layer with serving, routing, training and fine tuning; and a GPU cloud supplying the compute underneath. One...
Train and serve LLMs at extreme speed and massive throughput.
Surogate is a platform for designing, deploying and monitoring autonomous AI agents without writing code. An agent is assembled from a model, knowledge bases built from documents, sites and repositories, tools including any MCP server, skills and guardrails, then deployed as a managed cloud service that keeps working a...
Streamlining reinforcement learning with RLOps.
AgileRL builds tools for training specialized AI agents with reinforcement learning. Its main product, Arena, is an enterprise platform that turns a company's raw data and workflows into training environments and LLM datasets, then trains, tunes and deploys a small model that becomes an expert at that specific task ins...
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
AI Engineer HQ is an eight week live AI engineering accelerator run by MasterDexter and taught by Himanshu Ramchandani, an AI architect and Microsoft MVP based in India. Participants write Python and build four deployed AI systems during the cohort, covering retrieval augmented generation, agents built with LangGraph, ...
Image augmentation for computer vision.
AlbumentationsX is a Python library for image augmentation in computer vision and the actively developed library of the Albumentations ecosystem. It builds fast, reproducible augmentation pipelines that transform images together with their masks, bounding boxes, keypoints and 3D data, so training sets can be expanded w...
An open source framework for research in Embodied-AI from AI2.
AllenAct is an open source learning framework for Embodied AI research, built and backed by the Allen Institute for AI (AI2), a non profit research institute. It is designed for training and evaluating agents that perceive and act inside simulated environments, and it decouples tasks from environments so researchers ca...