jankrepl / mildlyoverfitted
Paper implementations from scratch and machine learning tutorials
β341Updated 10 months ago
Related projects β
Alternatives and complementary repositories for mildlyoverfitted
- Probing the representations of Vision Transformers.β316Updated 2 years ago
- Implementation of ConvMixer for "Patches Are All You Need? π€·"β1,062Updated 2 years ago
- High-quality Neural Networks for Computer Vision πβ436Updated 2 years 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!)β500Updated 2 weeks ago
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.β149Updated 2 years ago
- FrancescoSaverioZuppichini / Pytorch-how-and-when-to-use-Module-Sequential-ModuleList-and-ModuleDictCode for my medium articleβ361Updated 4 years ago
- PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.β253Updated 4 years ago
- Compare neural networks by their feature similarityβ343Updated last year
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.β288Updated 3 weeks ago
- A Pytorch-Lightning implementation of self-supervised algorithmsβ536Updated 2 years ago
- An All-MLP solution for Vision, from Google AIβ1,003Updated 2 months ago
- TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.β287Updated last month
- Code for the Convolutional Vision Transformer (ConViT)β462Updated 3 years ago
- A basic framework for your PyTorch projectsβ73Updated 4 years ago
- Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformerβ97Updated 3 years ago
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memoryβ428Updated 2 months ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)β449Updated 2 years ago
- Explainability for Vision Transformersβ854Updated 2 years ago
- Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processβ¦β230Updated 6 months ago
- A smaller subset of 10 easily classified classes from Imagenet, and a little more Frenchβ981Updated 2 years ago
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmenβ¦β447Updated last year
- Lucid library adapted for PyTorchβ609Updated 5 months ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.β1,182Updated 3 years ago
- Clean, scalable and easy to use ResNet implementation in Pytorchβ194Updated 4 years ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networksβ473Updated 2 years ago
- Learning Rate Warmup in PyTorchβ392Updated this week
- A library to inspect and extract intermediate layers of PyTorch models.β470Updated 2 years ago
- A journey into Convolutional Neural Network visualizationβ265Updated 5 years ago
- Personal short implementations of Machine Learning papersβ233Updated 10 months ago