Raphael Stolpe (prstolpe)

prstolpe

Geek Repo

Company:Maastricht University

Location:Maastricht, Netherlands

Twitter:@phoebusraphael

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Raphael Stolpe's starred repositories

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mlx

MLX: An array framework for Apple silicon

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typst

A new markup-based typesetting system that is powerful and easy to learn.

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CEBRA

Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

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mujoco_menagerie

A collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.

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esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

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BTR

Recurrent model of V1 orientation tuning

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covariance-reservoir

This repository contains basic scripts to generate and train models and synthetic data samples as analyzed in "Covariance-based information processing in reservoir computing systems", by S. Lawrie, R. Moreno-Bote and M. Gilson (https://doi.org/10.1101/2021.04.30.441789). Contributor: @MatthieuGilson

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furniture

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

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dPCA

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

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geometry-dex

PyTorch Code for "Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning"

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ipyvolume

3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL

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real_robots

Gym environments for Robots that learn to interact with the environment autonomously

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Shoulder-Model-3D-V2

Dynamics of a Shoulder Model in 3D with 5DOFs and 24 Muscles

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deq

[NeurIPS'19] Deep Equilibrium Models

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hyperbolic_nn

Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112

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hyperbolic_cones

Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882

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dm_alchemy

DeepMind Alchemy task environment: a meta-reinforcement learning benchmark

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motion_imitation

Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"

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coax

This project was moved to: https://github.com/coax-dev/coax

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jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

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computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

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ncps

PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

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robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

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pibot

A simple robot platform written in Python.

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