Python reproducible-research

Open-source Python projects categorized as reproducible-research
Edit details
Topics: Python Reproducibility Pytorch Machine Learning Deep Learning
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 15 Python reproducible-research Projects

  • metaflow

    :rocket: Build and manage real-life ML, AI, and data science projects with ease!

    Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05

  • PyTorch-VAE

    A Collection of Variational Autoencoders (VAE) in PyTorch.

  • 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.

  • Sacred

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

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

  • EvalAI

    :cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

  • benchmark_VAE

    Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

  • torch-fidelity

    High-fidelity performance metrics for generative models in PyTorch

  • disentangling-vae

    Experiments for understanding disentanglement in VAE latent representations

  • 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.

  • codebraid

    Live code in Pandoc Markdown

  • example-get-started

    Get started DVC project

  • pytask

    pytask is a workflow management system that facilitates reproducible data analyses.

  • nixml

    NIX + YAML for easy to use reproducible environments

  • tagstore

    a research software; a fun way of storing files & folders on your local disk drive; tagging

  • 16SMaRT

    16s rRNA Sequencing Meta-analysis Reproducibility Tool (using mothur).

  • memorization

    Code for "On Memorization in Probabilistic Deep Generative Models"

  • plaited

    Pandoc filter for publishing code notebooks

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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). The latest post mention was on 2024-02-05.

Python reproducible-research related posts

Index

What are some of the best open-source reproducible-research projects in Python? This list will help you:

Project Stars
1 metaflow 7,530
2 PyTorch-VAE 5,924
3 Sacred 4,153
4 EvalAI 1,673
5 benchmark_VAE 1,667
6 torch-fidelity 865
7 disentangling-vae 753
8 codebraid 361
9 example-get-started 167
10 pytask 101
11 nixml 67
12 tagstore 25
13 16SMaRT 7
14 memorization 5
15 plaited 2

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