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40 search results found

Metaflow ⭐ 7,524

🚀 Build and manage real-life ML, AI, and data science projects with ease!

Sacred ⭐ 4,152

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

Evalai ⭐ 1,621

☁️ 🚀 📊 📈 Evaluating state of the art in AI

PyCIL: A Python Toolbox for Class-Incremental Learning

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Labnotebook ⭐ 528

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

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

Future Gadget Laboratory

Ten Rules Jupyter ⭐ 185

Ten Simple Rules for Writing and Sharing Computational Analyses in Jupyter Notebooks

Example Get Started ⭐ 160

Get started DVC project

Grand Challenge.org ⭐ 156

A platform for end-to-end development of machine learning solutions in biomedical imaging

Lamda Pilot ⭐ 134

🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox

Lightweight, Python library for fast and reproducible experimentation 🔬

Reference implementations of popular Binarized Neural Networks

Openml R ⭐ 90

R package to interface with OpenML

Mimic Iv Data Pipeline ⭐ 90

A customizable pipeline for data extraction from MIMIC-IV.

Fgmachine ⭐ 66

Future Gadget Machine

Chembl Downloader ⭐ 55

Write reproducible code for getting and processing ChEMBL

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

Benchpress ⭐ 52

A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.

Open Solution Googleai Object Detection ⭐ 46

Open solution to the Google AI Object Detection Challenge 🍁

Example Get Started Experiments ⭐ 33

Get started DVC project

Repro is a library for easily running code from published papers via Docker.

Mlrhyperopt ⭐ 31

Easy Hyper Parameter Optimization with mlr and mlrMBO.

Polyaxon Quick Start ⭐ 29

A quick start project for polyaxon

Confidentlearning Reproduce ⭐ 26

Official data release to reproduce Confident Learning paper results

Hash Grid Encoding ⭐ 24

Pure PyTorch implementation of Nvidia's hash grid encoding: https://nvlabs.github.io/instant-ngp/

BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research.

This repository contains code to reproduce some of the results from the paper Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling using the Sionna™ link-level simulator.

Publications ⭐ 16

IMS Machine Learning Lab publications.

Topcuoglu_ml_mbio_2020 ⭐ 16

Best practices for applying machine learning to bacterial 16S rRNA gene sequencing data

Reproducible Video Denoising State Of The Art ⭐ 15

Collection of popular and reproducible video denoising works.

Mmdagg Paper ⭐ 14

Reproducibility code for MMD Aggregated Two-Sample Test, by Schrab, Kim, Albert, Laurent, Guedj and Gretton: https://arxiv.org/abs/2110.15073

Exprec records your experiments so you can compare different runs and easily reproduce results

An experiment control system for reproducible research

Ai Project Template ⭐ 9

Project layout for efficient AI for science

Tmleworkshop ⭐ 6

Targeted maximum likelihood estimation (TMLE) enables the integration of machine learning approaches in comparative effectiveness studies. It is a doubly robust method, making use of both the outcome model and propensity score model to generate an unbiased estimate as long as at least one of the models is correctly specified.

Ksdagg Paper ⭐ 6

Code for reproducible experiments presented in KSD Aggregated Goodness-of-fit Test. https://arxiv.org/abs/2202.00824 NeurIPS 2022

A Reproducible Untargeted Metabolomics Data Processing Pipeline

News: we have moved this code to the CK framework:

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