Torchvision Transforms V2; Jupyter notebook
Feature Visualization by Optimization; Jupyter notebook
Marimo: reactive notebooks for Python
Tiny model for CIFAR10; Jupyter notebook
Small model for CIFAR10—III; Jupyter notebook
Journal Club: Symbolic Discovery of Optimization Algorithms; Jupyter notebook
Journal Club: EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications; Jupyter notebook
Update: ConvNeXtV2; Jupyter notebook
ResNet for fast training on CIFAR10; Jupyter notebook
Simple Residual GAN; Jupyter notebook
Hierarchical VQ-VAE; Jupyter notebook
Vector Quantised VAE; Jupyter notebook
Hierarchical VAE; Jupyter notebook
Variational Autoencoder (VAE); Jupyter notebook
Quantum Machine Learning; PDF
Detection of radio signal modulation; Jupyter notebook
Simple YOLO-like object detector; Jupyter notebook
Simple object detection model; Jupyter notebook
Small model for CIFAR10—II; Jupyter notebook
Getting started with FFCV; Jupyter notebook
Simple image segmenation model; Jupyter notebook
Getting started with Objax; Jupyter notebook
Getting started with Haiku; Jupyter notebook
Getting started with Flax; Jupyter notebook
Extreme Learning Machine using PyTorch; Jupyter notebook
Journal Club: A ConvNet for the 2020s; Jupyter notebook
Revisiting vision transformer; Jupyter notebook
Journal Club: Swin Transformer: Hierarchical Vision Transformer using Shifted Windows; Jupyter notebook
Small model for CIFAR10; Jupyter notebook
EfficientNet-like model on CIFAR10; Jupyter notebook
Pre-activation ResNet; Jupyter notebook
Journal Club: Patches Are All You Need?; Jupyter notebook
Journal Club: CoAtNet: Marrying Convolution and Attention for All Data Sizes; Jupyter notebook
Journal Club: Multiscale Vision Transformers; Jupyter notebook
Journal Club: Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet; Jupyter notebook
ResNet on CIFAR10; Jupyter notebook
Update: PyTorch Lightning; Jupyter notebook
Journal Club: Perceiver: General Perception with Iterative Attention; Jupyter notebook
Transformer for MNIST-1D; Jupyter notebook
Update: Julia and Flux.jl; Jupyter notebook
Journal Club: Bottleneck Transformers for Visual Recognition; Jupyter notebook
Transformer for audio data; Jupyter notebook
Getting started with PyTorch Ignite; Jupyter notebook
Journal Club: WaveNet; Jupyter notebook
Getting started with Julia and Flux.jl; Pluto notebook
Getting started with PyTorch Lightning; Jupyter notebook
Getting started with Trax; Jupyter notebook
Journal Club: An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale; Jupyter notebook
Explanation of minGPT; Jupyter notebook
Getting started with Jupyter; Jupyter notebook
PixelShuffle for image upsampling; Jupyter notebook
Neural network training tricks II; Jupyter notebook
Journal Club: Spatial Group-wise Enhance; Jupyter notebook
Neural network training tricks; Jupyter notebook
Differential equations and neural networks; PDF