jankrepl / mildlyoverfitted
Paper implementations from scratch and machine learning tutorials
β337Updated 8 months ago
Related projects: β
- Personal short implementations of Machine Learning papersβ224Updated 8 months ago
- High-quality Neural Networks for Computer Vision πβ431Updated 2 years ago
- Probing the representations of Vision Transformers.β311Updated last year
- Implementation of ConvMixer for "Patches Are All You Need? π€·"β1,057Updated last year
- A Simplified PyTorch Implementation of Vision Transformer (ViT)β123Updated 3 months ago
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize β¦β1,762Updated 7 months ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.β318Updated last year
- Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)β492Updated last year
- Explainability for Vision Transformersβ820Updated 2 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"β806Updated 2 years ago
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.β136Updated 2 years ago
- An All-MLP solution for Vision, from Google AIβ987Updated this week
- A smaller subset of 10 easily classified classes from Imagenet, and a little more Frenchβ956Updated last year
- PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.β244Updated 4 years ago
- β753Updated 6 months ago
- A toolbox for receptive field analysis and visualizing neural network architecturesβ113Updated last month
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.β280Updated this week
- Compare neural networks by their feature similarityβ338Updated last year
- VICReg official code baseβ516Updated last year
- Diagrams for visualizing neural network architecture (Created with diagrams.net)β709Updated 7 months ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.β1,166Updated 3 years ago
- torchview: visualize pytorch modelsβ794Updated 4 months ago
- My repo for training neural nets using pytorch-lightning and hydraβ210Updated last month
- A library to inspect and extract intermediate layers of PyTorch models.β469Updated 2 years ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence lengthβ672Updated 4 months ago
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmenβ¦β435Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightningβ1,411Updated last month
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorchβ247Updated 2 years ago
- An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlowβ525Updated 8 months ago
- Self-Supervised Learning in PyTorchβ126Updated 6 months ago