Repository Index

Awesome list of software that I use to do research in medical imaging.

• medical-imaging
• image-processing
• computer-vision
• machine-learning

Code repository for Learning Vulkan, published by Packt

[wip] Deep Learning Compiler based on Polyhedral Compiler, Light-weight IRs, and Optimizing Pattern Matcher. (development is on hold)

Samples for Learning Modern CMake

A curated list of resources for machine learning for small-molecule drug discovery

• awesome-list
• machine-learning
• cheminformatics
• drug-discovery

🚢 Learn how to use docker.io containers to consistently deploy your apps on any infrastructure.

 Three-finger trackpad gestures for middle-click and middle-drag on macOS

• macos
• menu-bar-app
• middle-click
• swift

INGInious is a secure and automated exercises assessment platform using your own tests, also providing a pluggable interface with your existing LMS.

• grading
• assessment
• education
• e-assessment

Defunct

Python-based implementations of algorithms for learning on imbalanced data.

• data-science
• machine-learning
• imbalanced-data
• notre-dame

Materials for GWU DNSC 6279 and DNSC 6290.

• data-science
• data-mining
• data-visualization
• machine-learning

A library for augmenting annotated audio data

• python
• music
• data-augmentation
• machine-learning

TranslatedAn open-source HarmonyOS PC application project. A Qt + OpenHarmony / HarmonyOS PC project for reading, editing, and converting the format of documents, integrating ArkTS, the CEF browser engine, PDFium, and Python HNP. It already supports dual-pane PDF/Markdown preview, synchronized scrolling, PDF-to-Markdown conversion, and restoring the most recent workspace; planned features include Word document preview and editing, PDF editing, Markdown editing, OCR text recognition, and batch conversion between multiple formats. The source code is public, for learning, exchange, and teaching reference. Issues are welcome, and you can contribute code through PRs to help improve document tools for HarmonyOS PC together. The project's own code is licensed under PolyForm Noncommercial 1.0.0.

• arkts
• cef
• chromium
• educational

A set of koans for learning Elm

Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.

Relevance Vector Machine implementation using the scikit-learn API.

Python for chemoinformatics

• chemoinformatics
• scikit-learn
• cheminformatics
• python

Automated 3D cell detection in very large images

• microscopy
• cell-detection
• deep-learning
• image-analysis

scikit-learn wrappers for Python fastText.

A repository of learning & R resources related to topic models

Learning Swift by working through example code in playgrounds

• playground
• swift
• swift-programming-language
• swift-playgrounds

A fast xgboost feature selection algorithm

• machine-learning
• machine-learning-algorithms
• feature-selection
• xgboost-algorithm

Deep and Machine Learning for Microscopy

• microscopy
• materials
• machine-learning
• materials-science

Stacked Generalization (Ensemble Learning)

• stacking
• ensemble-learning
• scikit-learn
• xgboost