v0lta/Quantum-init

This repository has been archived on 23/Jun/2021
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v0lta/Quantum-init

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Quantum random numbers and quantum initialization for convolutional neural networks using PyTorch and Qiskit.

PyTorch-Wavelet-Toolbox

Differentiable fast wavelet transforms in PyTorch with GPU support.

Complex-gated-recurrent-neural-networks

Complex domain recurrent neural network gating and Stiefel-manifold optimization in TensorFlow, Neural Information Processing Systems (NeurIPS) 2018.

Jax-Wavelet-Toolbox

Differentiable and gpu enabled fast wavelet transforms in JAX.

Wavelet-network-compression

PyTorch implementation of the paper: 'Neural Network compression via learnable wavelet transforms', International Conference on Artificial Neural Networks (ICANN) 2020.

Spectral-RNN

Spectral RNNs with adaptive window learning in TensorFlow, ICANN 2020.

jaxlets

A python package providing GPU-enabled and differentiable, fast wavelet transformation (FWT) support for JAX.

Fourier-Motion-Estimation-and-Segment-Transformation

Source code for the paper Object-centered Fourier Motion Estimation and Segment-Transformation Prediction, ESANN 2020

masterThesis

my master Thesis rpo

meetup

Slides für Bonn Data Science Meetup zu LSTM Netzen, RNNs und Ende zu Ende Spracherkennung

JTrace

A java based ray Tracer for the 2016 Ku leuven graphics project.

NumPy-backprop

Numpy implementations of feedforward and recurrent machine learning network structures.