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trainedml
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trainedml

PyPI·Infrastructure

trainedml is an open-source modular machine learning framework that enables users to train, benchmark, and visualize models using a unified API and command-line interface. It is designed for machine learning engineers seeking a streamlined workflow for model experimentation and evaluation.

Open SourceMIT
CLIAPISelf-hosted
T
Visit PyPI↗

Overview

6 features

trainedml is a Data science & ML workbench product. It simplifies training, benchmarking, and visualizing machine learning models with a unified interface. It is built as an open-source project for machine learning engineers. trainedml is open source under the MIT license. trainedml is available on the command line and API, and it can be self-hosted.

trainedml first shipped in 2026. Key capabilities include model training, benchmarking, and visualization.

  • ✓Model training
  • ✓Benchmarking
  • ✓Visualization
  • ✓Unified API
  • ✓CLI interface
  • ✓Modular design

Tags

ml-frameworkmodel-benchmarkingcli-tool

AI capabilities

CodeStructuredInference: Local

Built with & integrations

Runs on
CLIAPI-onlySelf-hosted

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier

Recent events

Latest indexed changes and source events

  1. IndexedJul 18, 2:36 PM

    trainedml verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about trainedml

What does trainedml do?
Trainedml simplifies training, benchmarking, and visualizing machine learning models with a unified interface. It is catalogued under Data science & ML workbench on PulseGate.
Who is trainedml for?
trainedml is an open-source project built for machine learning engineers.
Is trainedml free?
Yes — trainedml is open source under the MIT license and free to use.
What platforms does trainedml run on?
trainedml runs on the command line and API. It can also be self-hosted.
Is trainedml still maintained?
PulseGate's liveness checks currently classify trainedml as active.
What are alternatives to trainedml?
Similar tools tracked by PulseGate include ml-trainer-mcp, trainlib, and mltrackr.ml-trainer-mcptrainlibmltrackr
When did trainedml launch?
trainedml first shipped in 2026.
Is trainedml open source?
Yes — trainedml is open source under the MIT license.

At a glance

Platforms
Cli
Languages
English
License
MIT
First seen
Jul 18, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
machine learning engineers
Model
Open source
Solves
Simplifies training, benchmarking, and visualizing machine learning models with a unified interface.

Developer

Pypi

Live coverage

Confidence
Low · 64
Indexed
Jul 18, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
2w ago
Identity audit (9)
Entity ID
cmrqh013q0150j36nk1z6hq8b
Slug
trainedml-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 18, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 18, 2026
Canonical URL
https://pypi.org/project/trainedml

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  • trainlib
    pypi.org
  • mltrackr
    pypi.org
  • trainable-ai
    pypi.org
  • protoml
    pypi.org
  • mlatelier
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