Pinned Repositories
18337
18.337 - Parallel Computing and Scientific Machine Learning
2021-Leicester-seminar
Code for a seminar talk at University of Leicester, UK
6S083
Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic
academic_advisory
Collected opinions and advice for academic programs focused on data science skills.
Activation-functions-examples-pytorch
Repository containing article with examples of custom activation functions for Pytorch
AdaMod
Adaptive and Momental Bounds for Adaptive Learning Rate Methods.
advancedstatistics
Accompanying data for my book Advanced Statistics with Application in R - www.eugened.org
build-nanogpt
Video+code lecture on building nanoGPT from scratch
hdocmsu.github.io
Hung Do's Personal Homepage
hdocmsu's Repositories
hdocmsu/build-nanogpt
Video+code lecture on building nanoGPT from scratch
hdocmsu/hdocmsu.github.io
Hung Do's Personal Homepage
hdocmsu/annotated-transformer
An annotated implementation of the Transformer paper.
hdocmsu/BlochSimulators.jl
Julia package for performing Bloch simulations within the context of Magnetic Resonance Imaging
hdocmsu/code-fullscreen
Quarto Extension filter that adds a full screen button in the code blocks in RevealJs slides and html documents.
hdocmsu/geocompy
Geocomputation with Python: an open source book and online resource for getting started in this space
hdocmsu/LCD_CT
hdocmsu/lectures_cuda
Material for cuda-mode lectures
hdocmsu/lm-hackers
Hackers' Guide to Language Models
hdocmsu/markitdown
Python tool for converting files and office documents to Markdown.
hdocmsu/MedSAM
Segment Anything in Medical Images
hdocmsu/minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
hdocmsu/mirt
Michigan Image Reconstruction Toolbox (MIRT) - Matlab version
hdocmsu/modded-nanogpt
NanoGPT (124M) in 5 minutes
hdocmsu/MONAI_tutorials
MONAI Tutorials
hdocmsu/MRTwin_pulseq
hdocmsu/MRzero-Core
hdocmsu/nlinv-net
Scripts to train and apply NLINV-Net on cardiac real-time data
hdocmsu/nn-zero-to-hero
Neural Networks: Zero to Hero
hdocmsu/pulpy
Pulses in Python
hdocmsu/pypulseq
Pulseq in Python
hdocmsu/resource-stream
CUDA related news and material links
hdocmsu/segment-anything-2
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 the model.
hdocmsu/TinyLlama
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
hdocmsu/torchchat
Run PyTorch LLMs locally on servers, desktop and mobile
hdocmsu/udlbook
Understanding Deep Learning - Simon J.D. Prince
hdocmsu/Viewers
OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages
hdocmsu/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
hdocmsu/webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
hdocmsu/workflows
Composite Actions workflows for use in fastai projects