A pure Python implementation of Apache Spark's RDD and DStream interfaces.
- data-science
- data-processing
- python
- apache-spark
Repository Index
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TranslatedA Codex research collaboration skill set for research beginners: topic selection, literature search and reading, paper writing, natural-sounding polishing, peer review and revision, and editable academic presentations. Combined with the original Research-Starter-Kit tutorials, it advances research with 1 main entry point and 6 specialized modules. Research training, writing & editable presentations for Codex.
- academic-research
- academic-writing
- codex
- codex-skills
Python-based implementations of algorithms for learning on imbalanced data.
- data-science
- machine-learning
- imbalanced-data
- notre-dame
High-assurance AI data visualization IDE & analytics workbench. Natural language to charts with local ground-truth table verification.
- ai-analytics
- data-analysis
- data-visualization
- duckdb
Relevance Vector Machine implementation using the scikit-learn API.
Automated 3D cell detection in very large images
- microscopy
- cell-detection
- deep-learning
- image-analysis
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
A concise language for sketching ASCII art.
- esoteric-language
- ascii-art
- golfing-language
Stacked Generalization (Ensemble Learning)
- stacking
- ensemble-learning
- scikit-learn
- xgboost
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
- python3
- data-science
- machine-learning
- python
PyTorch Connectomics: segmentation toolbox for EM connectomics
- computer-vision
- neuroscience
- connectomics
- pytorch
A Python interface to access neuroanatomical atlases
- neuroscience
- python
- microscopy
- registration
An evidence-first research platform for observing and studying early signals in medical technology development.
- fda
- medical-devices
- openfda
- python
Open source tumor evidence matching for sequencing labs and hospitals without molecular tumor boards. Research prototype; oncologist review required.
- bioinformatics
- cancer-research
- computational-biology
- drug-repurposing
ChemML is a machine learning and informatics program suite for the chemical and materials sciences.
- quantum-mechanics
- materials-informatics
- data-science
- machine-learning
CLI utility and Python module for analyzing log files and other data.
- log-analysis
- log-parser
- cli
- security
Agent skill that rebuilds research paper figures as editable Figma vectors — native text, curves and gradients, with SVG/PDF export.
- codex-skills
- figma
- research-figures
- research-tools
Automated 3D brain registration with support for multiple species and atlases.
- registration
- atlases
- brain
- neuroscience
DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
- agent-framework
- agentic-workflow
- aiforscience
- llm-agents
The power of Chart.js with Python
- python
- jupyter-notebook
- jupyter
- ipywidgets
Inner ear models for Python
- python
- cochlea
- inner-ear
- model
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
A CLI tool to reduce the friction between data scientists by reducing git conflicts removing notebook metadata and gracefully resolving git conflicts.
- cli
- jupyter-notebook
- helper-tool
- pydantic