Can someone tell me good libraries you use on a day to day basis that increases your research productivity in ML/AI?

This page summarizes the projects mentioned and recommended in the original post on /r/MLQuestions
Machine Learning Python Infrastructure reproducible-research Reproducibility

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

  • Sacred

    Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

    • sacred helped me log my experiments. I did setup my environment only once 4 years ago, and since then I have a list of all my training runs with the hyperparameters and results.

  • 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
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • https://np.reddit.com/r/MachineLearning/comments/pvs8r5/d_facebook_visdom_vs_google_tensorboard_for/hefg131/

    2 projects | /r/backtickbot | 26 Sep 2021

  • Sacred VS cascade - a user suggested alternative

    2 projects | 5 Dec 2023

  • ✨ 7 Best Machine Learning Experiment Logging Tools in 2022 🚀

    2 projects | /r/learnmachinelearning | 25 Sep 2022

  • VS Code extension to track ML experiments

    2 projects | /r/machinelearningnews | 27 Jun 2022

  • HPC Rocket - A tool to run Slurm jobs from CI pipelines

    4 projects | /r/Python | 3 Jan 2022