Explore @stat-ml Open Source projects

Statistical Machine Learning Group at Skoltech (@stat-ml)

stat-ml

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188
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Registered almost 5 years ago
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Jupyter Notebook
57.1 %

Python
35.7 %

C++
7.1 %

ncvis

Noise-Contrastive Visualization

alpaca

Library for active learning and uncertainty estimation in machine learning

Jupyter Notebook

GeoMLE

This repo contains code for GeoMLE intrinsic dimension estimation algorithm

Jupyter Notebook

mcvae

TTDE

hist-loss

Package with histogram-based losses

ncvis-examples

Examples for NCVis Python wrapper.

Jupyter Notebook

NUQ

scale-face

Jupyter Notebook

dpp-dropout-uncertainty

Effective uncertainty estimation with decorellation and DPP mask for dropout

Jupyter Notebook

SPOC

Jupyter Notebook

large_batch_bald

Scalable Batch Acquisition for Deep Bayesian Active Learning

Jupyter Notebook

efficient_bayesian_coresets

ex2mcmc

uncertainty_from_proper_scoring_rules

Jupyter Notebook