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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with experiment-tracking

A curated list of projects in awesome lists tagged with experiment-tracking .

https://github.com/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.

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

Last synced: 13 May 2025

https://github.com/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.

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

Last synced: 18 Feb 2026

https://github.com/kedro-org/kedro-viz

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

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

Last synced: 31 Mar 2025

https://github.com/nyanp/nyaggle

Code for Kaggle and Offline Competitions

experiment-tracking feature-engineering kaggle machine-learning ml

Last synced: 04 Apr 2025

https://github.com/lumo-tech/lumo

More light-weight pytorch experiment management library!

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

Last synced: 26 Oct 2025

https://github.com/machine-learning-apps/wandb-action

GitHub Action That Retrieves Model Runs From Weights & Biases

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

Last synced: 01 Apr 2025

https://github.com/flyingriverhorse/skyulf

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.

celery data-orchestration deep-learning docker-compose experiment-tracking feature-engineering-python local-first low-code machine-learning ml-pipeline ml-platform-workflow mlops mlops-workflow model-deployment model-registry privacy-first react redis self-hosted visual-programming

Last synced: 25 Apr 2026

https://github.com/Oxid15/cascade

Lightweight and modular MLOps library targeted at small teams or individuals

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

Last synced: 11 May 2025

https://github.com/curiousily/reproducible-ml-with-dvc

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 07 Apr 2026

https://github.com/curiousily/Reproducible-ML-with-DVC

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 29 Jul 2025

https://github.com/willyfh/mlops-workflow

An MLOps workflow for training, inference, experiment tracking, model registry, and deployment.

deployment experiment-tracking fastapi machine-learning minio ml-inference ml-training mlflow mlops postgresql pytorch

Last synced: 13 Apr 2026

https://github.com/tamohannes/urartu

🦁 An open-source NLP framework that offers high-level wrappers designed for effortless launch, enhanced reproducibility, superior control, and unmatched flexibility for your experiments.

aim aimstack deep-learning experiment-tracking machine-learning natural-language-processing python pytorch reproducible-research slurm-workload-manager

Last synced: 11 Jun 2025

https://github.com/jarnorfb/pydata_berlin_sacred

Lightning Talk about sacred at PyData Berlin

experiment-tracking machine-learning sacred tutorial

Last synced: 12 Aug 2025

https://github.com/mic-dkfz/cmdint

CmdInterface enables detailed logging of command line and python experiments in a very lightweight manner (coding wise). It wraps your command line or python function calls in a few lines of python code and logs everything you might need to reproduce the experiment later on or to simply check what you did a couple of years ago.

experiment-tracking lightweight logging python reproducibility

Last synced: 29 Jun 2025

https://github.com/coretex-ai/coretexpylib

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

artificial-intelligence experiment-tracking machine-learning platform

Last synced: 14 Jan 2026

https://github.com/roma-glushko/morty

🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling

deep-learning experiment-management experiment-monitor experiment-tracking keras machine-learning pytorch tensorflow

Last synced: 17 Mar 2026

https://github.com/malchul/experiment_tracker

Research-first machine learning experiment tracker for comparing model metrics, scalar curves, artifacts, and experiment lineage.

artifact-tracking experiment-tracking machine-learning metrics ml-experiments ml-research mlops mlops-environment mlops-training model-comparison python-sdk scalar-visualization self-hosted

Last synced: 12 Jun 2026

https://github.com/laurenzbeck/skald

📟 a simple and efficient experiment logger for Python 🐍

experiment-tracking logging tui

Last synced: 11 Apr 2025

https://github.com/voxel51/fiftyone_mlflow_plugin

Track model training experiments with MLflow and FiftyOne!

computer-vision data-curation experiment-tracking fiftyone fiftyone-datasets mlflow

Last synced: 26 Jun 2025

https://github.com/actualwitch/experiment

🔬 Experiment is a LLM chat UI with advanced tool use debugging facilities.

anthropic bun chat experiment-tracking inference isomorphic llm llm-inference openai react

Last synced: 13 Apr 2025

https://github.com/davidlandup0/microtrax

Yet Another Experiment Tracking Library. Local, minimalist, micro experiment tracking for Machine Learning/Deep Learning workflows. No accounts, no setups. 3 lines to track.

deep-learning experiment-tracking machine-learning scientific-computing

Last synced: 26 Oct 2025

https://github.com/gorevds/litemlflow

Single-binary, MLflow-API-compatible experiment tracker with first-class LLM trace support. 143× faster cold start than MLflow.

apache-2 experiment-tracking golang helm kubernetes langchain llamaindex llm-tracing mlflow mlflow-alternative mlops opentelemetry prometheus single-binary sqlite terraform

Last synced: 04 Jun 2026

https://github.com/tnwei/mlflow-docker

Plug and play MLflow experiment tracking with Minio artifact store

data-science docker docker-compose experiment-tracking mlflow mlflow-tracking

Last synced: 01 May 2026

https://github.com/ramppdev/ablate

ablate turns deep learning experiments into structured, human-readable reports.

autrainer clearml deep-learning experiment-tracking mlflow notes tensorboard weights-and-biases

Last synced: 12 Jun 2025

https://github.com/sanggusti/wandb-mlops

A project of Semantic Segmentations Modelling over Cityscape Datasets that incorporating Workflows, Experiment Tracking, Pipeline and testing

cicd experiment-tracking github-actions mlops semantic-segmentation wandb

Last synced: 17 May 2026

https://github.com/md-emon-hasan/mlflow-basic

Covers essential features like model tracking, versioning, and experiment, providing a foundation for efficient ML project lifecycle management.

experiment-tracking mlflow mlfq mlops model-lifecycle model-tracking model-versioning

Last synced: 12 Apr 2026

https://github.com/liblaf/cherries

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

automation data-science experiment-tracking git logging machine-learning monitoring neptune pydantic python

Last synced: 01 Jun 2026

https://github.com/neptune-ai/tour-scikit-learn

Example project with scikit-learn and neptune.

ai data-science experiment-tracking machine-learning neptune neptune-ai

Last synced: 29 Dec 2025

https://github.com/omnipotence-eth/ml-lab

ML research control plane — experiment lifecycle, model registry, cloud training launcher

cloud-training experiment-tracking gpu-diagnostics ml mlops model-registry python pytorch research wandb

Last synced: 11 Apr 2026

https://github.com/sanjana-bongale/eda_and_experiment_tracking_in_mlops_using_dataprep_and_neptune.ai

Titanic dataset analysis using DataPrep for data cleaning and Neptune.ai for experiment tracking. It includes exploratory data analysis (EDA), feature engineering, and model evaluation for predictive insights.

dataprep eda experiment-tracking jupyter-notebook mlops neptune-ai python

Last synced: 15 May 2025

https://github.com/sayamalt/airline-passenger-satisfaction-classification

Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.

azure-web-app-service ci-cd-pipeline classification docker-container dvc-pipeline experiment-tracking exploratory-data-analysis feature-engineering github-actions hyperparameter-tuning machine-learning mlflow mlflow-tracking mlops-workflow model-registry model-training-and-evaluation model-versioning optuna scikit-learn

Last synced: 16 Apr 2026

https://github.com/kowd-pauuh/tiny-track

A minimalist, MLFlow-compatible, header-only C++ experiment tracking library with Python bindings

cpp experiment-tracking logging machine-learning mlops python

Last synced: 08 Apr 2026

https://github.com/dagshub/open-source-experiment-tracking

A repository that holds machine learning projects that uses MLflow for experiment tracking

ai dagshub experiment-tracking hacktoberfest hacktoberfest-2023 machine-learning mlflow mlops

Last synced: 02 Jan 2026

https://github.com/imehranasgari/mlflow_starter

This project is a hands-on guide to the complete end-to-end MLflow workflow, designed as an educational resource. It demonstrates how MLflow is used in practice for experiment tracking, model versioning, and ensuring a reproducible MLOps lifecycle, focusing on the methodology and best practices rather than high model accuracy.

data-science experiment-tracking mlflow mlops model-registry python scikit-learn

Last synced: 11 May 2026

https://github.com/tachyon-beep/keisei

A Deep Reinforcement Learning project demonstrating AI's power to create AI, aimed at mastering the complex game of Shogi. Built 100% by GitHub Copilot (Agent Mode) with human project management, it features a custom Shogi engine, PPO in PyTorch, rich experiment tracking via Weights & Biases, and a live TUI using Rich for dynamic monitoring.

actor-critic ai-coded artificial-intelligence board-games custom-game-engine deep-reinforcement-learning experiment-tracking game-ai generative-ai-development github-copilot neural-networks ppo python pytorch rich-library self-play shogi strategy-games terminal-ui weights-and-biases

Last synced: 16 Feb 2026

https://github.com/rupesh40/mlflow-churn-prediction

A complete MLflow demo project for customer churn prediction with Random Forest, featuring experiment tracking, model packaging, and deployment.

churn-prediction experiment-tracking mlflow python

Last synced: 22 Jun 2025

https://github.com/4gt-104/matyan-backend

REST API server for Matyan experiment tracking — reads and writes experiment data, metrics, and artifacts to FoundationDB; handles control operations.

aim apache-2 asyncio experiment-tracking fastapi foundationdb kafka machine-learning matyan mlops object-storage python rest-api

Last synced: 04 Apr 2026

https://github.com/santiagoaraoz2001-sketch/blueprint

Local-first visual ML workbench — Over 100 blocks for training, merging, evaluation, and agentic pipelines. Drag, wire, run (Only tested in Mac M series chip)

ai ai-research apple-silicon automation drag-and-drop experiment-design experiment-tracking fine-tuning-llm local-llm machine-learning mlx model-merging ollama workflow-builder

Last synced: 02 Apr 2026