Alex Rogozhnikov (@arogozhnikov)
github

arogozhnikov

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Top repositories

1

einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Python
6,914
star
2

python3_with_pleasure

A short guide on features of Python 3 with examples
3,629
star
3

infiniteboost

InfiniteBoost: building infinite ensembles with gradient descent
Jupyter Notebook
184
star
4

3d_nn

Raymarching neural network in browsers with WebGL shaders
JavaScript
178
star
5

hep_ml

Machine Learning for High Energy Physics.
Jupyter Notebook
177
star
6

arogozhnikov.github.io

'Brilliantly wrong' blog, Machine Learning visualizations live here
HTML
125
star
7

eindex

Multidimensional indexing for tensors
Jupyter Notebook
81
star
8

readable_capsnet

Blazingly fast capsule networks in 75 lines of pytorch+einops
Python
25
star
9

DeepMMD-GAN

Yet another (very simple) approach for adversarial training.
Jupyter Notebook
13
star
10

adamw_bfloat16

AdamW optimizer for bfloat16 models in pytorch πŸ”₯.
Python
11
star
11

cats

Test of algorithms on highly-categorical data
Jupyter Notebook
9
star
12

YSDA_ICL

Materials for the course of machine learning at Imperial College
7
star
13

FakeLeptons

FakeLeptons recognition for CMS experiment
4
star
14

OBDT

Pruning experiments
Python
4
star
15

iview5d

Extremely simplistic viewer of small ndimensional patches for jupyter notebook. Powered by einops
Jupyter Notebook
2
star