I create YouTube tutorials, and for each video, I also create a corresponding post featuring code snippets and figures related to the topic. You can find all of these posts in this repository, organized into the following sections:

• Vision Transformers and Their Applications
• Graph Neural Networks
• Self-Supervised Learning
• Neural Radiance Fields (NeRF)
• JAX Performance Tips
• Basic Machine Learning

Video	Code	Title
	code	Vision Transformers (ViT) PyTorch Code
	code	Analyzing Swin Transformer: A Code Walkthrough
	code	A Deep Dive into Swin Transformer Attention Maps
	code	Vision Transformers (ViT): A JAX Tutorial for Image Classification
	code	Getting to Know MLP-Mixer: A CIFAR-10 Run
	code	Fine-tuning Vision Transformers on TPU (ImageNet/CIFAR-10)
	code	Hands-On with TAPIR: Point Tracking Experiment & Code Walkthrough
	code	PyTorch Conv2d Explained
	code	ViT vs CNN: A Comparative Experiment

Video	Code	Title
	code	Graph Convolutional Networks (GCNs) in PyTorch
	code	Graph Sampling for GNNs: A Tutorial
	code	Exploring LightGCN: A Movie Recommendations Experiment
	code	Graph Contrastive Learning: Building MovieLens-100k Recommendations
	code	Understanding Mini-Batch Training in PyTorch Geometric
	code	Graph Attention Networks with PyTorch Geometric
	code	Graph Attention Networks with JAX
	code	Implementing GNN Neighbor Sampler in JAX: A Practical Guide
	code	Building a Cluster-GCN Model with JAX: A Step-by-Step Guide
	code	Training GCNs with PyG and Jraph: A Side-by-Side Comparison

Video	Code	Title
	code	Inside DINOv2: Architecture Analysis + CIFAR-10 Experiment
	code	Self-Supervised Learning Review: From SimCLR to DINOv2
	code	I-JEPA Explained with a Single Batch Run
	code	Self-Supervised Learning Collapse: a Quick CIFAR-10 Experiment

Video	Code	Title
	code	VGG-SfM and Mip-NeRF 360 Pipeline for iPhone Video 3D Reconstruction
	code	Exploring Mip-NeRF 360: A Quick TPU Experiment
	code	Nerfstudio on Lightning AI GPUs
	code	Structure from Motion (SfM): From COLMAP to VGGSfM
	code	How NeRF Works: Exploring a Tiny NeRF Code
	code	3D Gaussian Splatting: Optimization Explained & Viewer Demo

Video	Code	Title
	code	Free TPU Access & JAX/PyTorch Setup with TPU Research Cloud
	code	Parallel Vision Transformer using JAX Device Mesh
	code	Experimenting with Different JAX Precisions
	code	Profiling JAX/XLA with XProf in TensorBoard
	code	JAX JIT Compilation Explained: From Python to JAXPR
	code	JAX Conv Layer Explained

Video	Code	Title
	code	A Step-by-Step Guide to Spectral Clustering
	code	JAX and Flax: A Simple Neural Network
	code	Radial Basis Function (RBF): The Most Popular Kernel in Machine Learning
	code	Exploring Sparse Subspace Clustering: Theory and Practice