tuelwer

phase-retrieval

Python 3 implementation of Fienup's phase retrieval algorithms

pytorch-tutorial

Code I used during a PyTorch tutorial I gave within the scope of Stefan Harmeling's machine learning lecture

conditional-pixelcnn-pytorch

PyTorch implementation of a conditional pixelCNN using gated convolutional layers

OpenInTerminal

✨ Finder Toolbar app for macOS to open the current directory in Terminal, iTerm, Hyper or Alacritty.

reference-learning

Augmentor

Image augmentation library in Python for machine learning.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

cvxpy

A Python-embedded modeling language for convex optimization problems.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

docs

The Rocket.Chat server, desktop, mobile, user, admin & developer documentation.

docs-1

The open-source repo for docs.github.com

icbinb.github.io

learn-optimizer-rgdn

Learning Deep Gradient Descent Optimization for Image Deconvolution. Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang. In IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020.

lectures

repository with the lectures for MLSS Skoltech

machine-learning-reproducibility-challenge-2021

MLRC

Editorial venue for ML Reproducibility Challenge Accepted papers

MPRNet

Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for Image deblurring, deraining, and denoising.

normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

pixelcnn-pytorch

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pymatting

A Python library for alpha matting

pysensors

PySensors is a Python package for sparse sensor placement

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

shock-filter

Python3 implementation of the shock-filter and the chromatic-shock filter

tqdm

A Fast, Extensible Progress Bar for Python and CLI

tuelwer.github.io

My personal web page

tutorials

repository with the tutorials for MLSS Skoltech

tutorials_week2

tutorials for MLSS 2019 Skoltech

twm

Transformer-based World Models

VQ-VAE

Minimalist implementation of VQ-VAE in Pytorch