AMK-AQ

professional-programming

A collection of learning resources for curious software engineers

jan

Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM)

vit-pytorch

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

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Open3D

Open3D: A Modern Library for 3D Data Processing

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

python-mastery

Advanced Python Mastery (course by @dabeaz)

practical-python

Practical Python Programming (course by @dabeaz)

sd-forge-layerdiffuse

[WIP] Layer Diffusion for WebUI (via Forge)

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

lectures

Material for gpu-mode lectures

computational-thinking

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

ML-from-scratch-seminar

This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.

samm

A 3D Slicer integration to Meta's SAM.

python-data-viz-workshop

A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions.

pycon2024

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024

MedSAMSlicer

3D Slicer Plugin for Segment anything in medical images

PyNorch

Recreating PyTorch from scratch (C/C++, CUDA, NCCL and Python, with multi-GPU support and automatic differentiation!)

Autograd-from-scratch

Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.

TUTORIAL

monai-deploy

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

ipyvtklink

🔗 minimalist ipywidget to interface with any Python vtkRenderWindow

pcdiff-implant

PyTorch implementation for "Point Cloud Diffusion Models for Automatic Implant Generation" (MICCAI 2023)

gtc2020-numba

Numba tutorial for GTC2020

QuantitativeReporting

Segmentation-based measurements with DICOM import and export of the results.

FracSegNet

A deep-learning method for segmenting fractures from 3D CT images.

SlicerDevelopmentToolbox

API for 3D Slicer extension development providing widgets, mixins, helpers, decorators etc.

Scale-Slice-awareNet

The offical implementation of the network architecture: Scale- and Slice- aware Network for 3D segmentation of organs and musculoskeletal structures in pelvic MRI

PoseDetect-pelvictilt