claCase

StockGNN

Recurrent Graph Attention for Stock Market Prices

Master-Thesis

Graph Attention Recurrent Neural Network for Bilateral Trade Prediction and Adjacency Matrix Sampling

Langevin-Dynamics

Simple example of Langevin Stochastic Gradient Dynamics

Continuous-Denoising-Diffusion

Non official TensorFlow v2 implementation of Continuous Time Denoising Diffusion from https://arxiv.org/abs/2011.13456

DDPG-tf2

Implementation of DDPG in Tensorflow 2 with Uniform and Priority Buffer

Bachelors-Thesis

Code for thesis "Reinforcement Learning in Normal Form Games"

Classification-with-Keras-in-R

Neural Network classification in R

distributions_sampling

Various sampled distributions

GAT_Classification

Classification of Cora Dataset with Keras and Spektral Graph Attention Network

Heteroskedasticity-DNN

Full Log-Likelihood Heteroskedastic Regression with Deep Neural Networks and Tensorflow

Income-Distribution

Income distribution of randomly transacting agents

N-Body

N-Body System Simulation

NormalizingFlow

Implementation of NICE and RealNVP models in TensorFlow v2

Portfolio-Optimization

ScoreMatching

Non official TensorFlow v2 implementation of Sliced Score Matching and Denoising Score Matching from https://arxiv.org/abs/1907.05600

FlutterStyleTransfer

Style Transfer demo app with pre-trained models

Newton-Method

Newton's method to find intersection between two curves

Search-algos

spektral

Graph Neural Networks with Keras and Tensorflow 2.

Variational-GAT-RNN

Non Official implementation of Variational Graph Recurrent Neural Network https://arxiv.org/abs/1908.09710 with GATv2 GNN in TensorFlow v2

Variational-Latent-Sequence-Clustering

Non Official Implementation of Disentangled Sequence Clustering for Human Intention Inference arXiv:2101.09500