Build and manage real-life data science projects with ease.

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

Collection of popular and reproducible image denoising works.

FMA: A Dataset For Music Analysis

An R-focused pipeline toolkit for reproducibility and high-performance computing

A DSL for data-driven computational pipelines

☁️ 🚀 📊 📈 Evaluating state of the art in AI

A Collection of Variational Autoencoders (VAE) in PyTorch.

Insight Toolkit (ITK) -- Official Repository

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

A research tool for the Iterated Prisoner's Dilemma

Scientific reports/literate programming for Julia

rrtools: Tools for Writing Reproducible Research in R

Effortless method to record provenance in Python

Pweave is a scientific report generator and a literate programming tool for Python. It can capture the results and plots from data analysis and works well with numpy, scipy and matplotlib.

papaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facilitate reporting statistics, tables, and plots.

Collective Knowledge framework (CK) helps to decompose complex research projects into reusable and cross-linked components (wrappers for code, data, models and results), automation actions and portable workflows with unified APIs, CLI, and JSON I/O. You can find more info and some real-world use cases at the project website:

Functional workflows

Experiments for understanding disentanglement in VAE latent representations

Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D

Presentation-Ready Data Summary and Analytic Result Tables

An R Pandoc Writer: Convert arbitrary R objects into markdown

Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb

An R package to create styled tables in multiple output formats, with a friendly, modern interface.

JavaScript VisualizationTools

Package an R workspace and all dependencies as a Docker container

ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.

Future Gadget Laboratory