Adaloglou Nikolas's starred repositories
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
self_supervised
A Pytorch-Lightning implementation of self-supervised algorithms
halonet-pytorch
Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones
overleaf-textarea
This plugin displays your tex source in a textarea so plugins like grammarly can check it.
sidechainnet
An all-atom protein structure dataset for machine learning.
proteinnet
Standardized data set for machine learning of protein structure
transformer-in-transformer
Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch
JAX-examples
A set of of fundamental operations and deep learning models using JAX
nfnets-pytorch
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
rembg-greenscreen
Rembg Video Virtual Green Screen Edition
Vision-Transformer
Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and CIFAR100.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
nystrom-attention
Implementation of Nyström Self-attention, from the paper Nyströmformer
TimeSformer-pytorch
Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
self-attention-cv
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
awesome-machine-learning-bootcamps
A curated list of bootcamps and platforms to learn Machine Learning and Data Science