tuelwer
Data Scientist @ Fraunhofer IAIS interested in machine learning and deep learning
Fraunhofer IAISDüsseldorf
Pinned Repositories
cvxpy
A Python-embedded modeling language for convex optimization problems.
pymatting
A Python library for alpha matting
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.
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
reference-learning
tuelwer's Repositories
tuelwer/phase-retrieval
Python 3 implementation of Fienup's phase retrieval algorithms
tuelwer/pytorch-tutorial
Code I used during a PyTorch tutorial I gave within the scope of Stefan Harmeling's machine learning lecture
tuelwer/conditional-pixelcnn-pytorch
PyTorch implementation of a conditional pixelCNN using gated convolutional layers
tuelwer/OpenInTerminal
✨ Finder Toolbar app for macOS to open the current directory in Terminal, iTerm, Hyper or Alacritty.
tuelwer/reference-learning
tuelwer/Augmentor
Image augmentation library in Python for machine learning.
tuelwer/awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
tuelwer/cvxpy
A Python-embedded modeling language for convex optimization problems.
tuelwer/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.
tuelwer/docs
The Rocket.Chat server, desktop, mobile, user, admin & developer documentation.
tuelwer/docs-1
The open-source repo for docs.github.com
tuelwer/icbinb.github.io
tuelwer/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.
tuelwer/lectures
repository with the lectures for MLSS Skoltech
tuelwer/machine-learning-reproducibility-challenge-2021
tuelwer/MLRC
Editorial venue for ML Reproducibility Challenge Accepted papers
tuelwer/MPRNet
Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for Image deblurring, deraining, and denoising.
tuelwer/normalizing_flows
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
tuelwer/pixelcnn-pytorch
tuelwer/probability
Probabilistic reasoning and statistical analysis in TensorFlow
tuelwer/pymatting
A Python library for alpha matting
tuelwer/pysensors
PySensors is a Python package for sparse sensor placement
tuelwer/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
tuelwer/shock-filter
Python3 implementation of the shock-filter and the chromatic-shock filter
tuelwer/tqdm
A Fast, Extensible Progress Bar for Python and CLI
tuelwer/tuelwer.github.io
My personal web page
tuelwer/tutorials
repository with the tutorials for MLSS Skoltech
tuelwer/tutorials_week2
tutorials for MLSS 2019 Skoltech
tuelwer/twm
Transformer-based World Models
tuelwer/VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch