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A Collection of Variational Autoencoders (VAE) in PyTorch.
Created
2020-01-10
72 commits to master branch, last one 3 years ago
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Created
2014-03-31
1,352 commits to master branch, last one 3 months ago
A DSL for data-driven computational pipelines
Created
2013-03-27
6,950 commits to master branch, last one 2 days ago
Collection of popular and reproducible image denoising works.
Created
2017-12-30
40 commits to master branch, last one 5 years ago
FMA: A Dataset For Music Analysis
Created
2016-12-02
205 commits to master branch, last one 3 years ago
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Created
2021-10-02
373 commits to main branch, last one 8 months ago
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
hmc
mcmc
sgld
pytorch
mc-dropout
regression
uncertainty
deep-learning
classification
bayes-by-backprop
langevin-dynamics
bayesian-inference
approximate-inference
reproducible-research
variational-inference
bayesian-neural-networks
uncertainty-neural-networks
local-reparametrization-trick
out-of-distribution-detection
kronecker-factored-approximation
Created
2019-03-11
86 commits to master branch, last one about a year ago
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
Created
2016-10-21
2,436 commits to master branch, last one a day ago
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimens...
Created
2010-07-27
56,820 commits to master branch, last one a day ago
An R-focused pipeline toolkit for reproducibility and high-performance computing
Created
2017-02-20
6,761 commits to main branch, last one 3 months ago
Presentation-Ready Data Summary and Analytic Result Tables
Created
2019-02-27
2,239 commits to main branch, last one 3 days ago
High-fidelity performance metrics for generative models in PyTorch
Created
2020-04-23
202 commits to master branch, last one about a year ago
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.
bpr
knn
bprmf
bprslim
funksvd
deep-learning
neural-network
slimelasticnet
hyperparameters
reproducibility
matrix-completion
recommender-system
evaluation-framework
matrix-factorization
recommendation-system
reproducible-research
collaborative-filtering
hybrid-recommender-system
recommendation-algorithms
content-based-recommendation
Created
2019-04-02
63 commits to master branch, last one 3 years ago
Function-oriented Make-like declarative workflows for R
Created
2019-08-01
3,550 commits to main branch, last one 5 days ago
Sionna: An Open-Source Library for Research on Communication Systems
Created
2022-02-15
62 commits to main branch, last one 4 days ago
PyCIL: A Python Toolbox for Class-Incremental Learning
Created
2021-12-23
142 commits to master branch, last one 11 days ago
Scientific reports/literate programming for Julia
Created
2014-11-24
949 commits to master branch, last one 11 months ago
Experiments for understanding disentanglement in VAE latent representations
Created
2019-01-30
270 commits to master branch, last one 2 years ago
A research tool for the Iterated Prisoner's Dilemma
Created
2015-02-18
5,636 commits to dev branch, last one about a month ago
GPU-Jupyter: Your GPU-accelerated JupyterLab with a rich data science toolstack, TensorFlow and PyTorch for your reproducible deep learning experiments.
Created
2019-11-12
341 commits to master branch, last one 22 days ago
rrtools: Tools for Writing Reproducible Research in R
Created
2017-07-21
421 commits to master branch, last one 5 months ago
papaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facil...
Created
2014-07-20
1,637 commits to main branch, last one 24 days ago
An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.
Created
2018-02-15
659 commits to main branch, last one 9 days ago
A workflow for reproducible and open scientific articles
Created
2021-07-06
1,621 commits to main branch, last one 5 days ago
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
Created
2020-12-18
104 commits to main branch, last one about a year ago
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
Created
2020-09-22
11 commits to master branch, last one about a year ago
Pweave is a scientific report generator and a literate programming tool for Python. It can capture the results and plots from data analysis and works well with numpy, scipy and matplotlib.
Created
2013-05-15
439 commits to master branch, last one 6 years ago
Effortless method to record provenance in Python
Created
2015-03-27
743 commits to master branch, last one 4 years ago
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
Created
2019-04-30
7,941 commits to master branch, last one about a month ago
Live code in Pandoc Markdown
Created
2019-02-15
216 commits to master branch, last one about a year ago