Hung Do's Personal Homepage

Run PyTorch LLMs locally on servers, desktop and mobile

Composite Actions workflows for use in fastai projects

Understanding Deep Learning - Simon J.D. Prince

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

MONAI Tutorials

Video+code lecture on building nanoGPT from scratch

CUDA related news and material links

Material for cuda-mode lectures

OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

An annotated implementation of the Transformer paper.

Julia package for performing Bloch simulations within the context of Magnetic Resonance Imaging

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Neural Networks: Zero to Hero

Scripts to train and apply NLINV-Net on cardiac real-time data

Segment Anything in Medical Images

Hackers' Guide to Language Models

Pulseq in Python

Geocomputation with Python: an open source book and online resource for getting started in this space

Michigan Image Reconstruction Toolbox (MIRT) - Matlab version

Render notebooks like nbviewer, but using Quarto as the renderer

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Medical image analysis framework merging ANTsPy and deep learning

Advanced Normalization Tools in Python

Inference Llama 2 in one file of pure C