700 Open source projects that are alternatives of or similar to open-solution-googleai-object-detection

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

Example workflows for the drake R package

A minimal example data analysis project with the targets R package

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

Lightweight, Python library for fast and reproducible experimentation 🔬

☁️ 🚀 📊 📈 Evaluating state of the art in AI

Function-oriented Make-like declarative workflows for R

Short course on the targets R package

A library for creating and curating reproducible pipelines for scientific and industrial machine learning

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

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

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

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.

Short course on reproducible science: what, why, how

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

rrtools: Tools for Writing Reproducible Research in R

Presentation-Ready Data Summary and Analytic Result Tables

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.

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

Reproducible Data Science in Python (SciPy 2019 Tutorial)

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.

pipen - A pipeline framework for python

a web system to allow users to automatically record history and manage complicated scientific workflows in web browsers involving the online spatial data facilities, high-performance computation platforms, and open-source libraries.

Open solution to the Home Credit Default Risk challenge 🏡

Generic but comprehensive pipeline for prokaryotic genome annotation and interrogation with interactive reports and shiny app.

Catalyst.Segmentation

A DSL for data-driven computational pipelines

Fun functional programming with pipelinable functions

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

Ten Years Reproducibility Challenge

creating optimal conditions for reproducibility

Deploy a BinderHub from scratch on Microsoft Azure

⛔ ARCHIVED ⛔

Coding Standards for the USC Biostats group

Efficient ML solution for long-tailed demands.

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

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

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

Examples and demos for ReproZip

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

Catalyst.Classification

Open solution to the Toxic Comment Classification Challenge

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

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

This repo holds configuration for infrastructure used across the tektoncd org 🏗️

A robust, extensible metagenomics pipeline

A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:

My nix configuration(s), using flakes. It's my laptop, it's my servers, it's my everything, in code.

The implementation for the AutoSweep (TVCG 2018)

Open source VFX pipeline tool

A high performance, high expansion, easy to use framework for AI application. 为AI应用的开发者提供一套统一的高性能、易用的编程框架，快速基于AI全栈服务、开发跨端边云的AI行业应用。

No description or website provided.

A single-cell RNAseq pipeline for 10X genomics data

Event-driven data pipelines

Surround is a framework for building AI driven microservices in Python, https://surround.readthedocs.io/en/latest/

Python toolkit for building restartable pipelines

Custom BASH script for build, archive, export and upload APK and IPA to server with Telegram notification