Repository Index

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

TavernGym and TavernBench: a faithful, full-content Hearthstone Battlegrounds simulator with an RL interface, and a 960-task decision benchmark. Code and data for "Build, Don't Play".

• game-ai
• hearthstone
• reinforcement-learning
• rust

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

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

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

A set of koans for learning Elm

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

The first exam for code agents in the physical world: frozen robot tasks from many benchmark suites, each answered with a program and verified in a separate sandbox. Runs on Harbor.

• ai-agents
• benchmark
• coding-agents
• embodied-ai

Automated 3D cell detection in very large images

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

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

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

• shapley
• shapley-value
• owen
• voting-classifier

Companion repository for “In-Context Learning for Robots: Methods and Applications” — methods, datasets, and benchmarks organized by taxonomy and release date.

• awesome-list
• embodied-ai
• imitation-learning
• in-context-learning

Style Art library process images using COREML with a set of pre trained machine learning models and convert them to Art style.

• coreml
• prisma
• neural-network
• ios

Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019

Learn how to start using Markdown

• workshopper
• nodeschool
• markdown
• how-to