Simon Schug (smonsays)

smonsays

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Location:ETH Zurich

Home Page:smn.one

Twitter:@ssmonsays

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Simon Schug's repositories

equilibrium-propagation

Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.

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jax-hypernetwork

A simple hypernetwork implementation in jax using haiku.

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metax

flexible meta-learning in jax

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contrastive-meta-learning

Code accompanying the paper "A contrastive rule for meta-learning"

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git-workshop

Git Workshop at Frankfurt Open Science Initiative

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shrink-perturb

Optax implementation of shrink and perturb (Ash & Adams, 2020).

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flaxify

Convert haiku modules to flax

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modular-hyperteacher

Code accompanying the paper Discovering modular solutions that generalize compositionally

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jax-meta-learning

A collection of meta-learning algorithms in Jax

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presynaptic-stochasticity

Presynaptic Stochasticity Improves Energy Efficiency and Alleviates the Stability-Plasticity Dilemma

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CalculusWithJulia.github.io

Introductory Calculus with the Julia Programming Language

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cryptography-workshop

Cryptography Workshop for hebbian.ch

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bgd

Implementation of Bayesian Gradient Descent

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continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

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decision-neuroscience-workshop

Workshop on models of decision making for neuroscience

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evosax

Evolution Strategies in JAX 🦎

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gymnax

RL Environments in JAX 🌍

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ml_collections

ML Collections is a library of Python Collections designed for ML use cases.

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pdfarranger

Small python-gtk application, which helps the user to merge or split pdf documents and rotate, crop and rearrange their pages using an interactive and intuitive graphical interface

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