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Projects in Awesome Lists tagged with experiment-tracking
A curated list of projects in awesome lists tagged with experiment-tracking .
https://github.com/quantumblacklabs/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: 14 Nov 2024
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: 16 Dec 2024
https://github.com/aimhubio/aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops prompt-engineering python pytorch tensorboard tensorflow visualization
Last synced: 21 Dec 2024
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: 09 Nov 2024
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: 02 Nov 2024
https://github.com/nyanp/nyaggle
Code for Kaggle and Offline Competitions
experiment-tracking feature-engineering kaggle machine-learning ml
Last synced: 21 Dec 2024
https://github.com/scicloj/scicloj.ml
A Clojure machine learning library
classification clojure clustering data-pipeline data-science experiment-tracking hyperparameter-optimization machine-learning nlp regression scicloj
Last synced: 21 Dec 2024
https://github.com/TUM-DAML/seml
SEML: Slurm Experiment Management Library
experiment-manager experiment-tracking hyperparameter-optimization orchestration slurm slurm-workload-manager utility
Last synced: 15 Nov 2024
https://github.com/G-Research/fasttrackml
Experiment tracking server focused on speed and scalability
ai apache-spark data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking metrics ml mlflow mlflow-tracking-server mlops pytorch tensorboard tensorflow visualization
Last synced: 02 Dec 2024
https://github.com/g-research/fasttrackml
Experiment tracking server focused on speed and scalability
ai apache-spark data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking metrics ml mlflow mlflow-tracking-server mlops pytorch tensorboard tensorflow visualization
Last synced: 15 Dec 2024
https://github.com/outerport/paramit
Parameterize Python scripts/notebooks all from the command line and run on cloud GPUs
ai aiops config experiment-tracking machine-learning metadata metadata-extraction metadata-tracking ml mlops python pytorch
Last synced: 21 Dec 2024
https://github.com/layerai-archive/sdk
Metadata store for Production ML
collaboration data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-tuning keras machine-learning mlops model-versioning python pytorch reinforcement-learning sklearn tensorflow
Last synced: 26 Sep 2024
https://github.com/lumo-tech/lumo
More light-weight pytorch experiment management library!
deep-learning experiment-management experiment-tracking pytorch version-control
Last synced: 11 Oct 2024
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: 02 Nov 2024
https://github.com/blinorot/pytorch_project_template
PyTorch Template for DL projects (Ongoing)
configuration deep-learning deep-learning-template experiment-tracking machine-learning machine-learning-template project project-template python python-template pytorch pytorch-template
Last synced: 30 Nov 2024
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: 17 Nov 2024
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: 04 Dec 2024
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: 11 Nov 2024
https://github.com/jarnorfb/pydata_berlin_sacred
Lightning Talk about sacred at PyData Berlin
experiment-tracking machine-learning sacred tutorial
Last synced: 07 Nov 2024
https://github.com/facultyai/mlflow-faculty
Faculty platform plugin for MLflow
experiment-tracking faculty-platform machine-learning mlflow
Last synced: 08 Nov 2024
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: 27 Oct 2024
https://github.com/cloudera/cml_amp_mlflow_tracking
Experiment tracking with MLFlow.
experiment-tracking mlflow-tracking mlflow-ui
Last synced: 07 Nov 2024
https://github.com/laurenzbeck/skald
📟 a simple and efficient experiment logger for Python 🐍
experiment-tracking logging tui
Last synced: 14 Nov 2024
https://github.com/newronai/newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras machine-learning ml-platform mlops model-monitoring model-registry model-reproducibility model-versioning python3 pytorch tensorflow
Last synced: 03 Nov 2024
https://github.com/sitamgithub-msit/maldetect
A Deep Learning application for Malaria Detection
comet-ml containers deep-learning docker efficientnetb0 experiment-tracking flask-api google-cloud-build google-cloud-platform google-cloud-run html-css-javascript keras-cv keras3 matplotlib numpy pytest python serverless tensorflow tensorflow-datasets
Last synced: 30 Nov 2024
https://github.com/actualwitch/experiment
Experiment is a simple tool to facilitate prompt engineering.
experiment-tracking inference llm
Last synced: 05 Nov 2024
https://github.com/neptune-ai/tour-tf-keras
Source code for project with tour-tf-keras.
ai data-science deep-learning experiment-manager experiment-tracking machine-learning neptune-ai reinforcement-learning
Last synced: 07 Nov 2024
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: 07 Nov 2024
https://github.com/rishikesh-jadhav/pytorch-practice-projects
This repository contains my PyTorch practice notebooks
customdataset experiment-tracking goingmodular paper-replication transfer-learning
Last synced: 22 Nov 2024
https://github.com/neptune-ai/project-images-segmentation
Experiment tracking and model registry in the images segmentation project
computer-vision deep-learning experiment-tracking images-segmentation machine-learning mlops model-registry neptune neptune-ai
Last synced: 07 Nov 2024
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: 21 Nov 2024
https://github.com/neptune-ai/project-scientific-data
Tabular data experiment tracking with Neptune
autoencoder experiment-tracking mlops model-registry neptune neptune-ai svm tabular-data
Last synced: 07 Nov 2024
https://github.com/neptune-ai/project-nlp
Experiment tracking and model registry in the NLP project
experiment-tracking fasttext machine-learning model-registry neptune nlp optuna text-classification text-summarization transformers
Last synced: 07 Nov 2024