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bachelors-thesis

Code for thesis "Reinforcement Learning in Normal Form Games"

classification-with-keras-in-r

Neural Network classification in R

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

distributions_sampling

Various sampled distributions

flutterstyletransfer

Style Transfer demo app with pre-trained models

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

langevin-dynamics

Simple example of Langevin Stochastic Gradient Dynamics

master-thesis

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

n-body

N-Body System Simulation

newton-method

Newton's method to find intersection between two curves

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

search-algos

spektral

Graph Neural Networks with Keras and Tensorflow 2.

stockgnn

Recurrent Graph Attention for Stock Market Prices

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