keepsake
ML experiment tracker
A tool for version control of machine learning experiments
Version control for machine learning
2k stars
28 watching
72 forks
Language: Python
last commit: 11 months ago
Linked from 2 awesome lists
machine-learningversion-control
ethicalml/awesome-production-machine-learning
kelvins/awesome-mlopsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 rlworkgroup/dowel | A tool for logging and tracking machine learning research progress in Python | 32 |
 catalyst-team/alchemy | Provides tools and infrastructure to log and visualize experiments in deep learning research | 50 |
 truera/trulens | A tool to evaluate and track the performance of large language model (LLM) experiments | 2,233 |
 educationaltestingservice/skll | A toolset for running machine learning experiments with scikit-learn | 552 |
 polyaxon/traceml | A software framework for tracking and analyzing machine learning data, including model performance, inputs, outputs, and project metadata. | 510 |
 iterative/dvclive | A tool for tracking machine learning metrics and parameters in an integrated workflow with Git and DVC. | 167 |
 yandex/rep | A toolset for building and running reproducible machine learning experiments in Python | 689 |
 deepkit/deepkit-ml | An open-source machine learning development and training suite with tools for executing, tracking, and debugging experiments. | 367 |
 martin-danelljan/eco | A Matlab implementation of a real-time tracker using convolutional neural networks for object tracking in visual environments. | 612 |
 oval-group/mlogger | A lightweight logger for machine learning experiments | 127 |
 neptune-ai/neptune-client | An experiment tracker for machine learning model training that allows users to log and visualize their experiments in detail. | 590 |
 cmawer/reproducible-model | A project demonstrating how to create a reproducible machine learning model using Python and version control | 86 |
 alephbet/gimel | An A/B testing backend built using AWS Lambda and Redis HyperLogLog to efficiently track experiment data in a scalable and cost-effective manner. | 227 |
 oxid15/cascade | A lightweight MLOps library for small teams and individuals to manage machine learning model development lifecycle | 22 |
 ml-tooling/ml-workspace | An all-in-one web-based IDE for machine learning and data science | 3,446 |