Auguste Schulz's repositories

augustes.github.io

Personal Website of @augustes

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beta-nll

beta-NLL introduced in our paper "On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks" ICLR 2022

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CEBRA

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

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heterogeneous_vaes

Pytorch implementation of VAEs for heterogeneous likelihoods.

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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nlb-lightning

PyTorch Lightning utilities that make it easier to train and evaluate deep models for the Neural Latents Benchmark.

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pyglmnet

Python implementation of elastic-net regularized generalized linear models

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sbi

Simulation-based inference toolkit

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