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experiment-tracking

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kedro

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.

python machine-learning pipeline hacktoberfest machine-learning-engineering mlops kedro experiment-tracking

UpdatedJul 18, 2025
Python

aimhubio /aim

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

visualization python metadata data-science machine-learning ai tensorflow ml data-visualization pytorch tensorboard mlops mlflow experiment-tracking metadata-tracking prompt-engineering

UpdatedJul 17, 2025
Python

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.

python kubernetes workflow data-science machine-learning data-engineering model-serving mlops experiment-tracking mlops-workflow

UpdatedJul 18, 2025
Python

kedro-viz

kedro-org /kedro-viz

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

react python data-visualization hacktoberfest kedro experiment-tracking kedro-plugin

UpdatedJul 18, 2025
JavaScript

mandala

amakelov /mandala

A simple & elegant experiment tracking framework that integrates persistence logic & best practices directly into Python

data-science machine-learning incremental-computation experiment-tracking

UpdatedJan 14, 2025
Jupyter Notebook

nyanp /nyaggle

Code for Kaggle and Offline Competitions

machine-learning ml kaggle feature-engineering experiment-tracking

UpdatedSep 10, 2023
Python

scicloj /scicloj.ml

A Clojure machine learning library

nlp data-science machine-learning clojure clustering regression hyperparameter-optimization classification data-pipeline experiment-tracking scicloj

UpdatedNov 29, 2024
Clojure

TUM-DAML /seml

SEML: Slurm Experiment Management Library

utility slurm orchestration hyperparameter-optimization experiment-manager slurm-workload-manager experiment-tracking

UpdatedMay 23, 2025
Python

awesome-mlops /awesome-ml-experiment-management

A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀

kubernetes data-science machine-learning awesome deep-learning orchestration datascience dataops awesome-list model-management aiops mlops model-registry experiment-tracking experiment-management ml-lifecycle

UpdatedJul 16, 2024

G-Research /fasttrackml

Experiment tracking server focused on speed and scalability

visualization metadata data-science machine-learning ai apache-spark metrics tensorflow ml data-visualization pytorch tensorboard mlops mlflow mlflow-tracking-server experiment-tracking metadata-tracking

UpdatedJan 31, 2025
Go

Blinorot /pytorch_project_template

PyTorch Template for DL projects

python machine-learning deep-learning configuration project-template project pytorch python-template pytorch-template experiment-tracking machine-learning-template deep-learning-template

UpdatedJul 16, 2025
Python

soundsensing /mlflow-easyauth

Deploy MLflow with HTTP basic authentication using Docker

heroku docker machine-learning google-cloud-storage mlflow mlflow-tracking-server experiment-tracking

UpdatedJun 24, 2025
Shell

sdk

layerai-archive /sdk

Metadata store for Production ML

python data-science machine-learning reinforcement-learning deep-learning tensorflow sklearn keras collaboration pytorch hyperparameter-optimization hyperparameter-tuning data-versioning model-versioning mlops experiment-tracking

UpdatedSep 29, 2022
Python

lumo-tech /lumo

More light-weight pytorch experiment management library!

deep-learning version-control pytorch experiment-tracking experiment-management

UpdatedApr 9, 2023
Python

machine-learning-apps /wandb-action

GitHub Action That Retrieves Model Runs From Weights & Biases

machine-learning deep-learning ci-cd github-actions experiment-tracking

UpdatedMar 14, 2022
Python

JakobLS /mlops-credit-risk

MLOps for deploying a Credit Risk model

docker-compose makefile gcp grafana-dashboard prefect mlflow model-monitoring model-registry experiment-tracking evidentlyai

UpdatedJun 21, 2023
HTML

awesome-mlops /awesome-mlops-platforms

A curated list of awesome open source and commercial MLOps platforms 🚀

kubernetes data-science machine-learning awesome deep-learning orchestration datascience dataops awesome-list model-management mlops experiment-tracking experiment-management ml-lifecycle

UpdatedApr 20, 2022

VevestaX

Vevesta /VevestaX

2 Lines of code to track ML experiments + EDA + check into Github

python open-source data-science machine-learning data-mining ai computer-vision jupyter jupyter-notebook tabular-data python3 spyder business-process mlops mlflow ml-pipeline ml-experiments experiment-tracking ml-engineer mlops-workflow

UpdatedDec 14, 2022
Jupyter Notebook

cascade

Oxid15 /cascade

Lightweight and modular MLOps library targeted at small teams or individuals

machine-learning ml feature-selection model-selection mlops experiment-tracking model-lifecycle ml-experimentation

UpdatedJun 8, 2025
Python

cubyc-dev /cubyc

Python’s delightfully modular experiment tracker for MLOps

python git data-science machine-learning sql ai artificial-intelligence dataops experimentation reproducibility experimental-design mlops experiment-tracking

UpdatedJul 15, 2024
Python

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