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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 25 days ago
A DSL for data-driven computational pipelines
Created
2013-03-27
6,771 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 4 years ago
FMA: A Dataset For Music Analysis
Created
2016-12-02
205 commits to master branch, last one 3 years 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
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Created
2021-10-02
373 commits to main branch, last one 5 months ago
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
Created
2016-10-21
2,426 commits to master branch, last one 3 months 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
56,506 commits to master branch, last one 18 hours ago
An R-focused pipeline toolkit for reproducibility and high-performance computing
Created
2017-02-20
6,761 commits to main branch, last one 17 days ago
Presentation-Ready Data Summary and Analytic Result Tables
Created
2019-02-27
2,181 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 11 months 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
3,424 commits to main branch, last one 18 hours ago
PyCIL: A Python Toolbox for Class-Incremental Learning
Created
2021-12-23
138 commits to master branch, last one 8 days ago
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
Created
2022-02-15
60 commits to main branch, last one 19 days ago
Scientific reports/literate programming for Julia
Created
2014-11-24
949 commits to master branch, last one 8 months ago
Documents with Scientific Intelligence
Created
2012-05-31
15,312 commits to main branch, last one 9 days ago
Experiments for understanding disentanglement in VAE latent representations
Created
2019-01-30
270 commits to master branch, last one about a year ago
A research tool for the Iterated Prisoner's Dilemma
Created
2015-02-18
5,631 commits to dev branch, last one 12 days ago
GPU-Jupyter: Leverage the flexibility of Jupyterlab through the power of your NVIDIA GPU to run your code from Tensorflow and Pytorch in collaborative notebooks on the GPU.
Created
2019-11-12
329 commits to master branch, last one 9 days ago
rrtools: Tools for Writing Reproducible Research in R
Created
2017-07-21
421 commits to master branch, last one 2 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
1,630 commits to main branch, last one about a month 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
648 commits to main branch, last one 3 months ago
A workflow for reproducible and open scientific articles
Created
2021-07-06
1,588 commits to main branch, last one 4 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
Effortless method to record provenance in Python
Created
2015-03-27
743 commits to master branch, last one 4 years 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 5 years ago
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
Created
2019-04-30
7,940 commits to master branch, last one 9 days ago