Repository Index

High-performance Piecewise Geometric Model (PGM) learned index implementation in pure Rust with strict epsilon error guarantees

Building a population of models that trade crypto and mutate iteratively

• trading-bot
• bitcoin
• neuroevolution
• reinforcement-learning

🏃 The go-to single-cell Foundation Model

• batch-correction
• cell-biology
• celltype-annotation
• denoising

A tool for quantitative risk analysis of Android applications based on machine learning techniques

• android
• risk
• android-permissions
• quantitative-risk-analysis

Scientific computing in pure Crystal

• crystal
• linear-algebra
• machine-learning
• autograd

Learn how to build a compiler by interacting with Let's Build a Compiler by Jack Crenshaw in Swift Playgrounds

• compiler
• compiler-principles
• compiler-construction
• swift

Hand-gesture recognition on iOS app using CoreML

• ios
• ios11
• swift
• coreml

Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

• disentanglement
• drug-discovery
• genomics
• perturbation

⬛ Python Individual Conditional Expectation Plot Toolbox

• machine-learning
• interpretability

DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DOF Relocalization

• point-cloud
• deep-learning
• relocalization
• feature-learning

A tool for automatic phoneme transcription

• speech-recognition
• machine-learning
• acoustic-models
• artificial-intelligence

TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments(BIOINFORMATICS 2020) https://doi.org/10.1093/bioinformatics/btaa524

• self-attention
• compound-protein-interaction
• transformercpi
• structure-free-virtual-sreening

Build systems with Go examples

• golang
• go
• book
• programming-language

Optimising chemical reactions using machine learning

• chemistry
• machine-learning
• optimization
• bayesian-optimization

Safe Bayesian Optimization

• gaussian-processes
• optimization
• robotics
• reinforcement-learning

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

• gnn
• graph-neural-netowrks
• signed-networks
• directed-networks

Safe Exam Browser for macOS and iOS

• seb
• seb-mac
• macos
• xcode

Symbolic regression in seconds.

⚡ Open-source software for deep learning-based digital pathology

• deep-learning
• machine-learning
• digital-pathology
• computational-pathology

DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses

• agent-framework
• agentic-workflow
• aiforscience
• llm-agents

Bringing thousands of learners together to unpack DeepInfer through peer-reviewed explanations, documentation, and hands-on examples.

Go(lang) benchmarks - (measure the speed of golang)

• golang
• go
• examples
• benchmark

Learn the DSA and be Interview ready

• dsa
• java
• coding-challenges
• data-structures-and-algorithms

A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design

• protein
• protein-sequences
• protein-design
• representation-learning