657 Open source projects that are alternatives of or similar to alchemy

Accelerated deep learning R&D

Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, and DVC.

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

DEPRECATED & Materials Moved: This sprint was to focus on brainstorming for the Joint Roadmap for Open Science Tools.

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

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

Distributed DAG (Directed acyclic graph) framework for machine learning with UI

A collection of tips for scientific research

Reproducibility for Humans: A lightweight tool to perform reproducible machine learning experiment.

Terraform configuration for Participation Infrastructure

The Contech analysis framework provides the means for generating and analyzing task graphs that enable computer architects and programmers to gain a deeper understanding of parallel programs.

The administrative discovery interface for Stanford's Digital Object Registry

Boki: Stateful Serverless Computing with Shared Logs [SOSP '21]

SEViz (Symbolic Execution VisualIZer) is a tool for visualizing symbolic execution-based test generation

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

Prunable nn layers for pytorch.

Equilibrium Expectation for ERGM parameter estimation for large directed networks

Data preprocessing scripts and preprocessed data storage for COVID-19 Scenarios project

Generate diagrams and code from cloud infrastructures: AWS, Azure,GCP, Kubernetes

Portable automation meta-framework to manage, describe, connect and reuse any artifacts, scripts, tools and workflows on any platform with any software and hardware in a non-intrusive way and with minimal effort. Try it using this tutorial to modularize and automate ML Systems benchmarking from the Student Cluster Competition at SC'22:

Data Analysis Workflows & Reproducibility Learning Resources

The Kubernetes Operator for Netris

Like httpbin, but for infrastructure

Example Terraform Reference Architecture that implements a Geodesic Module for an Automated Testing Organization in AWS

Deploy a BinderHub from scratch on Microsoft Azure

The Official Javascript Client of the Pocket Network

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources for Academic Researchers new to AWS

A Python package for automatic earthquake detection and location using waveform migration and stacking.

Paper notes in deep learning/machine learning and computer vision

**DEPRECATED** Terraform configuration and utilities to provision parts of the GOV.UK AWS Infrastructure

Terraform integration modules for Open Telekom Cloud

Prepare reproducible R Markdown posters

Terraform templates, examples, etc.

Manifest is an investigative toolkit intended for researchers, journalists, students, and scholars interested in visualizing, analyzing, and documenting supply chains, production lines, and trade networks.

DeclareDesign: Declare and Diagnose Research Designs

Application Lifecycle Management Software

🔨 Gitian Building made simpler on any Windows Debian/Ubuntu MacOS with Vagrant, lxc, and virtualbox

The collaboration workspace for Machine Learning

Chef configuration management repo for configuring & maintaining the OpenStreetMap servers.

A Python package for small bodies research

A toolkit for viable zk-SNARKS on Ethereum, Web, Mobile and Desktop

PortfolioLab is a python library that enables traders to take advantage of the latest portfolio optimisation algorithms used by professionals in the industry.

Finds SNP sites from a multi-FASTA alignment file

A django app that provides health check endpoints for vital services.

STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

SOMns: A Newspeak for Concurrency Research

Coding Standards for the USC Biostats group

A Snakemake workflow for differential expression analysis of RNA-seq data with Kallisto and Sleuth.

A reactive configuration manager designed to support Infrastructure as a Code provisioning, and bi-directional configuration management providing a single source of truth across multi-cloud environments.

🪴 Nebari - your open source data science platform

A hybrid visualization framework for desktops, large immersive displays and the web

Party Facts data import

Converting data from services like Censys and Shodan to a common data model

Go static program analyser

Terraform module for building an ECS cluster in AWS

⛔ ARCHIVED ⛔

Yelp's internal caching proxy, powered by Nginx and OpenResty at its core

Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.

StackJanitor is a serverless, event-driven stack cleanup tool.

Terraform provider for automating Cisco ACI enabled networks