rpatrik96

3d-tracking

Object tracking with OpenCV based on stereo camera images

AttA2C

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

ima-vae

This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).

kindle-clippings

A Python-script to extract and organise highlights and notes from the "My Clippings.txt" file on a Kindle e-reader and convert it to Markdown for Obsidian.

llm-non-identifiability

Investigating the non-identifiability of Transformers

lod-wmm-2019

Supplementary code for the paper "Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks" - an accepted paper of LOD2019

memristor-fem

Basic EM-field simulation of a memristor with FEM

nl-causal-representations

This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).

pytorch-a2c

A well-documented A2C written in PyTorch

pytorch-lightning-wavenet

An implementation of WaveNet using PyTorch & PyTorch Lightning

rpatrik96/pytorch-a2c

A well-documented A2C written in PyTorch

rpatrik96/AttA2C

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

rpatrik96/ima-vae

This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).

rpatrik96/nl-causal-representations

This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).

rpatrik96/pytorch-lightning-wavenet

An implementation of WaveNet using PyTorch & PyTorch Lightning

rpatrik96/kindle-clippings

A Python-script to extract and organise highlights and notes from the "My Clippings.txt" file on a Kindle e-reader and convert it to Markdown for Obsidian.

rpatrik96/lod-wmm-2019

Supplementary code for the paper "Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks" - an accepted paper of LOD2019

rpatrik96/vae-sam

VAEs and SAM

rpatrik96/llm-non-identifiability

Investigating the non-identifiability of Transformers

rpatrik96/lti-ica

Independent Component Analysis in Linear Time-Invariant Systems

rpatrik96/thesis-template-latex

Thesis template for LaTeX documents.

rpatrik96/gp-ima

Independent mechanisms in Gaussian Process Latent Variable Models (GPLVMs)

rpatrik96/adcs-simulation

rpatrik96/carefl

Code for "Causal autoregressive flows" - AISTATS, 2021

rpatrik96/category-theory-resources

Resources for learning Category Theory for an enthusiast

rpatrik96/causal-component-analysis

rpatrik96/cluster-tools

rpatrik96/curiosity-driven-exploration-pytorch

Curiosity-driven Exploration by Self-supervised Prediction

rpatrik96/custom-dsprites

rpatrik96/examples

Example deep learning projects that use wandb's features.

rpatrik96/IIA

Independent Innovation Analysis (IIA)

rpatrik96/iVAE

VAEs and nonlinear ICA: a unifying framework

rpatrik96/mamba.py

A simple and efficient Mamba implementation in PyTorch and MLX.

rpatrik96/pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

rpatrik96/rpatrik96

rpatrik96/rpatrik96.github.io

A personal website for Patrik Reizinger. Template is courtesy of academicpages.

rpatrik96/slow_disentanglement

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding

rpatrik96/state-space-models

State space models with scipy

rpatrik96/tue-slurm-helloworld

Instructions and examples to deploy some PyTorch code on slurm using a Singularity Container

rpatrik96/wandb-cicd