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Experiment Tracking Python Packages

Python packages with the GitHub topic experiment-tracking. Sorted by relevance, with stars and monthly downloads.
kedro-org
kedro-viz

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

1.4M 748 123
kedro-org
kedro

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.

826K 11K 1K
mlrun
mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

51K 2K 303
mlrun
mlrun-pipelines-kfp-common

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

36K 2K 303
mlrun
mlrun-pipelines-kfp-v1-8

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

36K 2K 303
RapidFireAI
rapidfireai

RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning

20K 157 21
layerai
layer

Metadata store for Production ML

17K 88 6
ThalesGroup
agi-env

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

16K 5 1
ThalesGroup
agi-node

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

15K 5 1
ThalesGroup
agi-cluster

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

14K 5 1
ThalesGroup
agi-core

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

14K 5 1
ThalesGroup
agilab

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

13K 5 1
ThalesGroup
agi-gui

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

9K 5 1
G-Research
fasttrackml

Experiment tracking server focused on speed and scalability

8K 117 18
coretex-ai
coretex

Python library for programatic interaction with Coretex experiment tracking and orchestration server.

5K 7 8
munishmalhotra6230
pymlens

Lightweight ML experiment tracker — log, compare and visualize your ML experiments locally

4K 0 0
liblaf
liblaf-cherries

🍒 Sweet experiment tracking with Comet, DVC, and Git integration.

2K 1 0
mlrun
mlrun-pipelines-kfp-v2

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

2K 2K 303
kadenmc
agentic-experiments

Hypothesis-first experiment tracking for agent-driven ML research, wired into Claude Code.

1K 1 0
TUM-DAML
seml

SEML: Slurm Experiment Management Library

1K 190 36
eastlighting1
contexta

Local-first observability for ML systems

1K 0 0
pytorch-lumo
lumo

More light-weight pytorch experiment management library!

1K 69 8
sxa-lab
blackboxml

ML experiment tracking. Log metrics from any training loop to local JSON, inspect runs from the CLI.

1K 1 0
flyingriverhorse
skyulf-core

Build and ship production ML pipelines faster: a pipeline library with an optional self-hosted visual layer for modular, reproducible workflows, local testing, and experiment tracking.

1K 42 4
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