132 Open source projects that are alternatives of or similar to Sartools

Reproducible Data Science in Python (SciPy 2019 Tutorial)

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rrtools: Tools for Writing Reproducible Research in R

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Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services with JSON API (for example to crowdsource experiments or unify access to DNN). Demos of interactive articles, graphs and crowdsourced experiments:

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

Future Gadget Machine

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A set of tools for R that enhance reproducibility beyond package management

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Cookbook examples for the Insight Toolkit documented with Sphinx

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

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.

A builder for LaTeX, knitr, literate Agda, literate Haskell and Pweave that automatically builds dependencies.

R Package - A graphical user interface for some of the main functions of Ben Marwick's rrtools package

NOTE: This repo is archived. Please see https://github.com/benmarwick/rrtools for my current approach

Function-oriented Make-like declarative workflows for R

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

Rmarkdown templates for reproducible science

Scientific reports/literate programming for Julia

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Curated set of transformers that make your work with steppy faster and more effective 🔭

Software Papers as Software Modules: Towards a Culture of Reusable Results

A research tool for the Iterated Prisoner's Dilemma

Examples and demos for ReproZip

☁️ 🚀 📊 📈 Evaluating state of the art in AI

CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment:

Presentation-Ready Data Summary and Analytic Result Tables

DIME's LaTeX templates and LaTeX exercises teaching anyone new to LaTeX how to use LaTeX and how to use DIME's templates

MEX Vocabulary: a lightweight machine learning interchange format

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

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.

🔬 Empirical CLI

Nozzle is a report generation toolkit for data analysis pipelines implemented in R.

Android application to participate in experiment crowdsourcing (such as workload crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework and open repositories of knowledge:

Experiments for understanding disentanglement in VAE latent representations

Papers with code for single cell related papers

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

Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated with customizable and portable Collective Knowledge workflows. You can easily compile and run these benchmarks using different compilers, environments, hardware and OS (Linux, MacOS, Windows, Android). More info:

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

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Functional workflows

IMS Machine Learning Lab publications.

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

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

Express parametrable, composable and portable data pipelines

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An R Pandoc Writer: Convert arbitrary R objects into markdown