experiment-tracking

Open-source projects categorized as experiment-tracking
Edit details
Language: + Python + JavaScript + Clojure + Shell + Jupyter Notebook
Topics: Machine Learning Mlops Data Science Python mlflow
Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
Sponsored

Top 11 experiment-tracking Open-Source Projects

  • 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.

    • Project mention: Nextflow: Data-Driven Computational Pipelines | news.ycombinator.com | 2023-08-10

    Interesting, thanks for sharing. I'll definitely take a look, although at this point I am so comfortable with Snakemake, it is a bit hard to imagine what would convince me to move to another tool. But I like the idea of composable pipelines: I am building a tool (too early to share) that would allow to lay Snakemake pipelines on top of each other using semi-automatic data annotations similar to how it is done in kedro (https://github.com/kedro-org/kedro).

  • aim

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

    • Project mention: aim VS cascade - a user suggested alternative | libhunt.com/r/aim | 2023-12-05

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • 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.

  • optscale

    FinOps and MLOps platform to run ML/AI and regular cloud workloads with optimal performance and cost.

    • Project mention: Profile and instrument ML experiments and optimize their performance expenses | news.ycombinator.com | 2023-09-27

  • kedro-viz

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

  • mandala

    A powerful and easy to use Python framework for experiment tracking and incremental computing

    • Project mention: Mandala: A little plaground for testing pixel logic patterns | news.ycombinator.com | 2024-03-07

    I was so confused, expecting this to be some trickery related to the computational-graph-memoization-and-exploration tool "mandala" https://github.com/amakelov/mandala

  • scicloj.ml

    A Clojure machine learning library

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • mlflow-easyauth

    Deploy MLflow with HTTP basic authentication using Docker

  • VevestaX

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

  • bunny-party

    A demonstration of how DVC and MLFlow can be used in the task of data relabeling

    • Project mention: Show HN: Demo of using DVC and MLFlow for ML experiments | news.ycombinator.com | 2024-01-29

  • CML_AMP_MLFlow_Tracking

    Experiment tracking with MLFlow.

    • Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

experiment-tracking related posts

Index

What are some of the best open-source experiment-tracking projects? This list will help you:

Project Stars
1 Kedro 9,353
2 aim 4,782
3 mlrun 1,294
4 optscale 969
5 kedro-viz 636
6 mandala 228
7 scicloj.ml 199
8 mlflow-easyauth 100
9 VevestaX 27
10 bunny-party 10
11 CML_AMP_MLFlow_Tracking 4

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com