Lucas Nestler's repositories
pytorch-lmu
A PyTorch implementation of Legendre Memory Units (LMUs) and it's FFT variant
SharedUtils
Easy usage of Python's new SharedMemory for reduced memory and CPU cost
sharpened_cosine_similarity_torch
A Sharpened Cosine Similarity layer for PyTorch
WeightStandardization
Standardizing weights to accelerate micro-batch training
AgileRL
Streamlining reinforcement learning with RLOps
backpack-hf
BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
HomebrewNLP
Train GPT-3 at home by combining the latest research with custom innovations.
HomebrewNLP-MTF
HomebrewNLP in Mesh-TensorFlow flavour for distributed TPU training
Huawei-Bootloader-Unlocker
This little tool let you unlock your bootloader of your huawei family device easily
locoprop-torch
LocoProp implementation in PyTorch. (https://proceedings.mlr.press/v151/amid22a/amid22a.pdf)
omninet-pytorch
Implementation of OmniNet, Omnidirectional Representations from Transformers, in Pytorch
pytorch-center-loss
Pytorch implementation of Center Loss
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
rgn2-replica
Replication attempt for the Protein Folding Model described in https://www.biorxiv.org/content/10.1101/2021.08.02.454840v1