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AntixK/PyTorch-VAE

A collection of Variational Autoencoders (VAEs) implemented in PyTorch for deep learning research and applications.

7.6K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#variational-autoencoders#deep-learning#computer-vision

IDSIA/sacred

Sacred is a tool to help configure, organize, log, and reproduce experiments for machine learning research.

4.4K
Stable
Python
ML Ops
CLI Tools
Python
#machine-learning#reproducibility#experiments

mdeff/fma

A dataset for music analysis and research, with support for deep learning and reproducible research.

2.6K
Archived
Jupyter Notebook
Datasets
ML Ops
#music-analysis#deep-learning#open-data

wenbihan/reproducible-image-denoising-state-of-the-art

A comprehensive collection of popular and reproducible image denoising techniques and implementations.

2.5K
Archived
Computer Vision
Libraries
#image-denoising#image-processing#image-reconstruction

Cloud-CV/EvalAI

Open-source platform for evaluating state-of-the-art in AI and machine learning models and challenges.

2.0K
Active
Python
Agents & Orchestration
API Frameworks
Django
#ai#machine-learning#challenges

clementchadebec/benchmark_VAE

A benchmark for evaluating different implementations of Variational Autoencoders (VAEs) in PyTorch.

2.0K
Archived
Python
Benchmarking
Variational Autoencoders
PyTorch
#benchmarking#vae#pytorch

JavierAntoran/Bayesian-Neural-Networks

Pytorch implementations of various Bayesian neural network techniques for approximate inference and uncertainty quantification.

2.0K
Archived
Jupyter Notebook
ML Ops
Testing
PyTorch
#bayesian-inference#uncertainty-quantification#reproducible-research

InsightSoftwareConsortium/ITK

A C++ library for image analysis and processing in medical imaging.

1.6K
Active
C++
C++
#image-analysis#medical-imaging#open-source

NVlabs/sionna

An open-source library for research on communication systems, including 5G and 6G, with GPU acceleration and link-level simulation.

1.3K
Stable
Jupyter Notebook
Jupyter Notebook
#communication-systems#GPU-acceleration#link-level-simulation

ropensci/drake

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

1.3K
Archived
R
CLI Tools
ETL & Pipelines
#reproducibility#high-performance-computing#data-science

ddsjoberg/gtsummary

An R package that provides customizable and presentation-ready data summary and analytic result tables.

1.2K
Active
R
Data Analysis
CLI Tools
R
#easy-to-use#gt#reproducibility

toshas/torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

1.2K
Stable
Python
Inference
Metrics
PyTorch
#generative-models#evaluation#reproducibility

LAMDA-CL/PyCIL

A Python toolbox for class-incremental learning, a machine learning technique for training models on a continuous stream of data.

1.1K
Active
Python
Machine Learning Ops
Libraries
PyTorch
#continual-learning#incremental-learning#lifelong-learning

ropensci/targets

A declarative workflow management system for R that enables reproducible research and high-performance computing.

1.1K
Active
R
Build Tools
ETL & Pipelines
R
#r#workflow#reproducibility

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