1205 Open source projects that are alternatives of or similar to Sacred

Reproducible Data Science in Python (SciPy 2019 Tutorial)

Short course on reproducible science: what, why, how

rrtools: Tools for Writing Reproducible Research in R

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

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

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

ukbREST: efficient and streamlined data access for reproducible research of large biobanks

A curated list of reproducible research case studies, projects, tutorials, and media

Examples and demos for ReproZip

VisTrails is an open-source data analysis and visualization tool. It provides a comprehensive provenance infrastructure that maintains detailed history information about the steps followed and data derived in the course of an exploratory task: VisTrails maintains provenance of data products, of the computational processes that derive these products and their executions.

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.

Source code for the CERN Analysis Preservation portal

Papers with code for single cell related papers

Workflow Description Language - Specification and Implementations

Function-oriented Make-like declarative workflows for R

Presentation-Ready Data Summary and Analytic Result Tables

A DSL for data-driven computational pipelines

Everware is about re-useable science, it allows people to jump right in to your research code.

project page for creating a guide to reproducible research

Future Gadget Laboratory

☁️ 🚀 📊 📈 Evaluating state of the art in AI

Lightweight, Python library for fast and reproducible experimentation 🔬

Package an R workspace and all dependencies as a Docker container

Accelerated deep learning R&D

Coding Standards for the USC Biostats group

Deploy a BinderHub from scratch on Microsoft Azure

Empirical Software Engineering journal (EMSE) open science and reproducible research initiative

Fully reproducible, open source scientific articles in LaTeX.

Reproducible Science: what, why, how

Reproducible research and reusable acyclic workflows in Python. Execute code on HPC systems as if you executed them on your personal computer!

A minimal example data analysis project with the targets R package

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

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

Short course on the targets R package

This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.

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

Example workflows for the drake R package

🔬 Empirical CLI

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

🐳 Containerize R Markdown documents for continuous reproducibility

Detect germline or somatic variants from normal or tumour/normal whole-genome or targeted sequencing

A pipeline for preprocessing NGS data from Illumina, Nanopore and PacBio technologies

⛔ ARCHIVED ⛔

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

Data Analysis Workflows & Reproducibility Learning Resources

Pythonic functions for creating and enhancing Hydra applications

Experiments logging & visualization

creating optimal conditions for reproducibility

Open solution to the Google AI Object Detection Challenge 🍁

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

Future Gadget Machine

Opinionated set of utilities on top of FastAPI

This is the frontend (VueJS) of the Youtube clone called VueTube.

How to secure a Nodejs RESTful CRUD API using JSON web tokens?

💥A sophisticated GraphQL with Apollo, Express and MongoDB boilerplate project.

Jest preset for MongoDB in-memory server

Functional workflows

Hibernate OGM - Domain model persistence for NoSQL datastores

Simple key-value store abstraction and implementations for Go (Redis, Consul, etcd, bbolt, BadgerDB, LevelDB, Memcached, DynamoDB, S3, PostgreSQL, MongoDB, CockroachDB and many more)

Yii 2 MongoDB extension