This project demonstrates a comprehensive machine learning pipeline with examples of supervised, unsupervised, and semi-supervised learning approaches. It serves as a template and learning resource for ML practitioners.

gpu-computing status-active lang-python ai-ml-portfolio scope-medium value-educational framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-tensorflow ai-ml-portfolio-ml gpu-deep-learning

• Updated May 19, 2026
• Python

(NeurIPS 2025), Compact CNNs for EEG decoding: response time prediction and behavioral assessment using competition starter kit infrastructure with custom normalization and training strategies using the Healthy Brain Network (HBN) EEG dataset

gpu-computing status-active lang-python ai-ml-portfolio status-stable scope-enterprise framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn ai-ml-portfolio-ml gpu-deep-learning gdl-bio-neuro

• Updated May 19, 2026
• Python

A comprehensive industrial automation platform demonstrating integration between machine vision systems, industrial robots, PLCs, and quality control systems for modern manufacturing applications.

computer-vision status-active lang-python status-stable scope-small framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly platforms-tools platforms-tools-application platforms-portfolio platforms-portfolio-application gpu-vision

• Updated May 19, 2026
• Python

A comprehensive geospatial analysis and visualization platform for Mars exploration data, integrating NASA's Mars datasets, USGS planetary data, and advanced AI/ML techniques for terrain analysis, landing site selection, and mission planning support.

status-active lang-typescript data-analytics-portfolio space-portfolio data-analytics-visualization status-stable scope-medium framework-docker framework-plotly space-portfolio-gis data-analytics-portfolio-visualization gdl-space-ai gds-space-ops

• Updated May 19, 2026
• TypeScript

Brain-Forge is an advanced brain-computer interface system that combines cutting-edge neuroimaging technologies to create comprehensive brain scanning, mapping, and simulation capabilities. The platform integrates multi-modal sensor fusion, real-time data processing, and neural simulation to enable unprecedented understanding and modeling of brain

iot gpu-computing status-active lang-python status-finished ai-ml-portfolio scope-medium framework-docker framework-numpy framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-cuda framework-kubernetes ai-ml-portfolio-ml gpu-scientific gpu-deep-learning gdl-bio-neuro

• Updated May 19, 2026
• Python

QuantumForge is an open-source framework that revolutionizes quantum chemistry calculations by combining the power of GPU acceleration, deep learning, and density functional theory. Built for researchers who demand both accuracy and performance.

gpu-computing lang-python status-experimental ai-ml-portfolio scope-small framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-cuda ai-ml-portfolio-ml gpu-scientific gpu-deep-learning gsc-quantum

• Updated May 19, 2026
• Python

An AI-powered system for analyzing James Webb Space Telescope images to identify artificial structures, Dyson spheres, and objects that don't follow standard gravitational rules - potential indicators of intelligent extraterrestrial life.

gpu-computing status-active lang-python ai-ml-portfolio scope-large framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-tensorflow framework-cuda ai-ml-portfolio-ml gpu-scientific gdl-space-ai gdl-anomaly-detect gpu-deep-learning

• Updated May 19, 2026
• Python

Lightweight, extensible Brownian dynamics toolkit for nanoparticles and proto-nanorobotics NanoSimLab provides accessible tools for simulating and analyzing nanoparticle systems using Brownian dynamics, with a focus on nanorobotics research and development. The toolkit runs out-of-the-box with NumPy/SciPy and offers seamless integration.

lang-python status-experimental scope-small framework-docker framework-numpy framework-matplotlib framework-plotly platforms-tools platforms-portfolio

• Updated May 19, 2026
• Python

A comprehensive Python-based machine learning platform for real-time seismic event detection, analysis, and classification. This system integrates with authoritative seismic data sources (USGS and IRIS) to provide intelligent earthquake monitoring and analysis capabilities.

gpu-computing status-active lang-python status-finished ai-ml-portfolio scope-small framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly framework-scikit-learn framework-tensorflow ai-ml-portfolio-ml gdl-anomaly-detect gpu-deep-learning gsc-physics-sim

• Updated May 19, 2026
• Python

This repository contains experimental quantum computing algorithms and simulations for cutting-edge research applications including medical genomics, cosmology, and quantum machine learning.

gpu-computing lang-python status-experimental ai-ml-portfolio scope-small framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-tensorflow ai-ml-portfolio-ml gpu-scientific gpu-deep-learning gsc-quantum

• Updated Jun 18, 2026
• Python

AdaAttn is a GPU-native attention mechanism that dynamically adapts both numerical precision and matrix rank at runtime, reducing memory bandwidth and computational overhead in large language models without sacrificing model quality. By aligning linear algebra operations with modern GPU hardware characteristics.

gpu-computing status-active lang-python ai-ml-portfolio status-stable scope-small framework-docker framework-numpy framework-matplotlib framework-pandas framework-huggingface framework-plotly framework-pytorch framework-scikit-learn framework-tensorflow framework-cuda ai-ml-portfolio-ml gpu-scientific gpu-deep-learning gpu-llm

• Updated May 19, 2026
• Python

GPU-Accelerated Brain Image Processing Pipeline for OpenNeuro Datasets

gpu-computing framework-flask status-active lang-python status-finished gpu-inference ai-ml-portfolio scope-micro framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-cuda ai-ml-portfolio-ml gpu-scientific gpu-deep-learning gdl-bio-neuro

• Updated May 19, 2026
• Python

WACV 2026 RWS Challenge: Building object detectors that maintain consistent performance across seasons, weather patterns, and day-night cycles in thermal imagery.

computer-vision gpu-computing status-active lang-python ai-ml-portfolio status-stable scope-small framework-numpy framework-matplotlib framework-pandas framework-huggingface framework-plotly framework-pytorch framework-scikit-learn ai-ml-portfolio-ml gpu-vision gpu-deep-learning

• Updated May 19, 2026
• Python

A Brain-Computer Interface (BCI) system that visualizes memory formation patterns in real-time, helping users optimize learning and recall through neurofeedback.

gpu-computing status-active lang-python status-finished ai-ml-portfolio scope-micro framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn ai-ml-portfolio-ml gpu-deep-learning gdl-bio-neuro

• Updated May 19, 2026
• Python

An intelligent research assistant powered by LangChain and Claude that helps neuroscience researchers query neural datasets, generate summaries, and plan experiments.

gpu-computing lang-python status-experimental ai-ml-portfolio scope-micro framework-numpy framework-matplotlib framework-pandas framework-huggingface framework-plotly framework-pytorch framework-scikit-learn ai-ml-portfolio-ml gpu-deep-learning gdl-agentic-ai gdl-bio-neuro

• Updated May 19, 2026
• Python

Open models and mission trades for laser ablation and laser-induced disruption of small bodies

gpu-computing status-active lang-python ai-ml-portfolio status-stable scope-small framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly framework-cuda gpu-scientific gpu-deep-learning gsc-physics-sim

• Updated May 19, 2026
• Python

A comprehensive, GPU-accelerated toolkit for integrating and visualizing large-scale fly brain imaging data in 3D, designed to democratize access to advanced brain mapping tools for fly brain researchers and neuroscientists worldwide.

gpu-computing lang-python status-experimental ai-ml-portfolio scope-small framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-cuda gpu-scientific gpu-deep-learning gdl-bio-neuro

• Updated May 19, 2026
• Python

bridging quantum computing and neural networks to unlock computational capabilities impossible with classical systems alone. Built for researchers, developers, and enterprises seeking quantum advantage in machine learning.

gpu-computing lang-python status-experimental ai-ml-portfolio scope-small framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-tensorflow ai-ml-portfolio-ml gpu-scientific gpu-deep-learning gsc-quantum

• Updated May 19, 2026
• Python

A high-performance neural signal simulator with real-time GPU-accelerated visualization for neuroscience research and development.

hpc gpu-computing lang-python status-experimental ai-ml-portfolio scope-small framework-docker framework-numpy framework-matplotlib framework-pandas framework-plotly framework-pytorch framework-scikit-learn framework-cuda ai-ml-portfolio-ml gpu-scientific gpu-deep-learning gdl-bio-neuro

• Updated May 19, 2026
• Python