Kaggle Notebooks

Kinematic Reconstruction of W→ev Production in Proton-Proton Collisions
Astrophysical Classification of Degenerate Stellar Remnants | Gaia DR3
Surrogate Modeling & Inverse Design of TiO2 Metasurface Optical Filters
ChemSafety-32k: Multi-Label Chemical Hazard Prediction & Safety Benchmarking
NASA Perseverance MOXIE: Electrochemical Kinetics, System Health & ISRU Scaling
Crystal System Classification in ABO3 Perovskite Oxides: ML Framework
Multimodal ML for Experimental Electronic Bandgap Prediction in Inorganic Crystals
Relativistic Dimuon Spectroscopy and Precision Electroweak Analysis
Superconducting Critical Temperature Regression: NIMS SuperCon Database
Materials Informatics & Topological Feature Mapping of Metal-Organic Frameworks
Subatomic Particle Jet Flavour Identification: Kinematic Reconstruction
Electroweak Precision Measurement: Analysis of W Boson Candidate Events
Multi-Scale Telemetry Anomaly Detection for the ESA OPS-SAT Mission
Computational Discovery & Statistical Modeling of Insertion Battery Materials
Disentangling Supersymmetric Signatures from Standard Model Backgrounds
NASA Asteroid Impact Dynamics & Planetary Defense: Astrodynamic Analysis
Relativistic Dielectron Spectroscopy and Electroweak Mass Reconstruction
Solid-State Lithium Electrolyte Conductivity Prediction: ML & DL Framework
Phenomenological Surrogate Modeling for Inert Doublet Model Production Cross Sections
Identification of Z Boson Decay Modes via High-Energy Physics Kinematics
High-Energy Physics Analysis of CMS Run 2010B MultiJet Collision Data
III-V Semiconductor Bandgap Materials Informatics: Electronic Property Prediction
Scientific Materials Analytics & Predictive Modeling: Group 4 Minerals (Ti, Zr, Hf)
Quantum Chemical Property Prediction & Topological Benchmarking on the QM40 Dataset
Mohs Hardness Prediction in Mineral & Ceramic Crystals: Physicochemical ML Framework
Crystallographic Steric Packing and Electronic Descriptors for Predicting Stability
Perovskite Oxides Thermodynamic Stability Prediction via Physics-Informed ML
DFT-Grounded ML for Electronic Property Prediction in Lithium Battery Compounds
Thermodynamic Modeling for Organic Compound Solubility in Binary Solvent
Electrochemical Impedance Spectroscopy (EIS) Analysis for Lithium-Ion Battery
Quantum State Tomography: Neural Density Inversion
Hybrid Nanofluid Density Prediction via Physics-Informed ML Framework
Quantum Mechanical Geometry Optimization of Carbon Nanotubes
Spatiotemporal Modeling of Dissolved Organic Carbon (DOC) Concentrations
QM8 Electronic Spectra via Graph Neural Networks
Photonic Crystal Fiber Characterization and Agentic Inverse Design
Modeling of 2D Multiprocessor Optical Interconnection Networks
Planetary Defense Analysis and Hazard Classification for Asteroids
Astrophysical Scaling Relations and Isotopologue Dynamics in Galactic GMCs
Gamma-Ray Spectroscopy for Nuclear Material Identification
High-Precision Atmospheric N2O Detection and Spectral Deconvolution
Predictive Metallurgy and Advanced Characterization of Iron Alloys
Materials Informatics for Lithium-Ion Battery Cathode Candidates
Steel Fatigue Strength Prediction: Ensembles & Deep Learning
Exoplanetary Spectroscopy Analysis: Deep Atmospheric Emulation
Multi-Wavelength Spectroscopic Characterization of Heavy Metal Ions
Relativistic Kinematics & Deep ResNet Framework for Proton Collisions
Fe-Ni-Si Core Velocity Modeling via Deep Learning
Bedrock Moisture Dynamics: GRU & Boost Ensembles
Z-Scheme CuPc/TiO2 Spectroscopy & ML Pipeline
Lithium Extraction Column Breakthrough Modeling
Predicting Coffee Ecophysiology via ML & PyTorch
Global Energy Dynamics: Transition Analytics and Predictive Modeling
Caterpillar Vs Volvo Group: Industrial Time-Series Analytics
Agentic RAG Hallucination Detection & Answer Validation System
Quant Modeling: AI Chips, Nuclear & Energy Grid
Global Tsunami Severity Prediction & Geospatial ML
Cybersecurity Analytics: CVE Risk & Text Modeling
Predicting Asian Macroeconomics: NLP, CNN & LSTM
Clinical Protocol Intelligence: Advanced ML & NLP
Satellite Orbit Analytics & AI Anomaly Detection
NASA Asteroid Threat Modeling & Orbital Dynamics
Solar Flare Risk Prediction: PyTorch & LightGBM
FDA FAERS Signal Detection & Risk Classifier
Quantifying Geopolitical Risk & Market Volatility
Multi-Agent Financial Intelligence Audit Framework
Volcanic Eruption Intelligence & Risk Prediction
Predicting AI/ML Citation Trajectories with NLP
NASA EONET Global Natural Events: Geospatial Modeling
Space Debris Clustering & Ensemble Classification
Global Energy Economics & Carbon Trajectories
CISA KEV Data Pipeline and Ransomware Prediction
YOLOv8 Counter-UAS Multi-Class Drone Detection
PyPI AI/ML Packages: Download Growth & Forecasting
Coffee Moisture Prediction via FT-NIR Spectroscopy
Washington Real Estate: Multimodal AVM Framework
CPSC Product Recall: NLP and Multi-Modal Modeling
ArXiv AI Analytics: Transformers & NLP Clustering
RPA ROI Optimization: Physics Features & Ensembles
LLM Hallucination Analysis & Risk Prediction
Anime Score Prediction: Tabular & Text Pipeline
Global Electric Vehicle & Battery Supply Chain Analysis
Vesuvius Volcanic Seismology and ML Modeling
Algorithmic Memory Valuation and Market Analytics
Illinois Housing: Advanced NLP & Gradient Boosting
New Jersey Real Estate: Multimodal Price Prediction Engine
Mapping the Open-Weight LLM Landscape: Deep EDA
Predicting Scientific Misconduct & Retraction Lag
Modern AI Research: Bibliometric & Semantic Space
Biomedical Text Analytics & Open Access Inferences
Global Craft Brewery Ecosystem: EDA and Insights
New York Real Estate: Advanced Dual-AVM & NLP Model
Climate Risk & Renewable Energy in 190 Capitals
Nuclear Power and the Global Energy Transition
Three Decades of UFC Data, Trends and Insights
Global Economic Resilience & Growth Intelligence
Urban Obstacle Detection: Visual Analytics & EDA
Exploring NASA APOD with NLP and Topic Models
E-commerce Pokémon Card Pricing Analysis & Price Prediction
Exoplanet Archive Intelligence: EDA, ML & Deep Learning
Cosmic Object Classification with DESI DR1
Global Humanoid Robotics Intelligence Analysis
AI Generated Face Detection using EfficientNet
Exploring the Open Source AI Ecosystem
Anime and Manga Analytics 2026
Global Earthquake Analytics Using Deep Learning
Global Renewable Energy Shift Analysis 2000-2025
Worldwide Temperature Trends & Climate Forecasting
E-Commerce Home Surveillance Market Intelligence
UFC Fight Data Analysis & Prediction Through 2026

Competition Notebooks

Affine-Lattice Packing & Non-Linear Boundary Compaction for Congruent Ellipses
Predicting Electric Vehicle Purchases (Playground Series - Season 6 Episode 9)
Museum Specimen Collection Annotation Task @ CVNH ECCV26
Reverse-Engineering On-Chain Solana Sniper Bot
POMDP Pathfinding via Multi-Agent Deep Q-Learning
Multimodal Multi-Plane 2.5D CNN for Knee MRI Detection
Solar Filament Segmentation: ResNet U-Net Pipeline
Spatial-Temporal Hyperspectral Tracking Framework
BenchFlow - Agent Skill Lift
Kaggriculture: Microeconomic Dynamic Policy Engine
Predicting Smartphone Addiction (Playground Series - Season 6 Episode 8)
Predicting Student Health Risk (Playground Series - Season 6 Episode 7)
CROO A2A Protocol: Graph Topology & Neural Router
Ground Cover Segmentation Challenge, by Duality AI+Lunate AI
Neural Debris Removal in Streak Detection Models
Biohub - Cell Tracking During Development
Predicting Stellar Class (Playground Series - Season 6 Episode 6)
Predicting F1 Pit Stops (Playground Series - Season 6 Episode 5)
AI Agent Security - Multi-Step Tool Attacks
Retroviral Wall Challenge
ROGII - Wellbore Geology Prediction
Soccer Feature Engineering Hackathon
Autonomous Agent Prediction (Beta)
Byte2Beat - Cardiovascular Risk Stratification and Biomarker Analysis
CUHK-X Competition Large Model Track
CUHK-X Competition Small Model Track
Predicting Soil Grain Size Distributions from Images
MLGenX Bioreasoning Challenge - Track A
MLGenX Bioreasoning Challenge - Track B
MLGenX Bioreasoning Challenge - Track C
BirdCLEF+ 2026
March Machine Learning Mania 2026
The Great India Quiz Challenge 2026
The Gemma 4 Good Hackathon
Measuring Progress Toward AGI - Cognitive Abilities
The Post-Backprop Challenge: Zero-Gradient Learning for Efficiency
IMAGINE-decoding-challenge
Pierce the VEIL: Hack It and Crack It Simulation
GeoHab 2026 MLWG Competition
Pokémon TCG AI Battle Challenge: Strategy & Agentic Optimization Framework
The Pokémon Company - PTCG AI Battle Challenge Simulation
SPR 2026 Mammography Report Classification
Hedge fund - Time series forecasting
The 2026 NeuroGolf Championship
LLM Operator Development and Optimization
Maze Crawler
Orbit Wars
3LC Multi Vehicle detection Challenge
NVIDIA Nemotron Model Reasoning Challenge
AI Mathematical Olympiad - Progress Prize 3
LLM Agentic Legal Information Retrieval
WiDS Global Datathon 2026
Predict 1-Year US Stock Returns from Fundamentals
ARC Prize 2026 - ARC-AGI-2
ARC Prize 2026 - ARC-AGI-3
Harmonizing the Data of your Data
Predict Customer Churn
Predicting Irrigation Need
UMUD Challenge: Muscle Architecture in Ultrasound Data
Triagegeist - Predict emergency severity
Multi-view Pig Posture Recognition
Stanford RNA 3D Folding Part 2
CAFA 6 Protein Function Prediction
Vesuvius Challenge - Surface Detection
Catechol Benchmark Hackathon (NeurIPS 2025 DnB)
Rental product recommendation system
Recod.ai/LUC - Scientific Image Forgery Detection
PhysioNet - Digitization of ECG Images
CSIRO - Image2Biomass Prediction
Predicting Student Test Scores
Social Media Extremism Detection Challenge
Santa 2025 - Christmas Tree Packing Challenge
Predicting Heart Disease
Deep Past Challenge - Translate Akkadian to English
Diabetes Prediction Challenge
Connect X
Housing Prices Competition for Kaggle Learn Users
Titanic - Machine Learning from Disaster
Spaceship Titanic
Wild Blueberry Yield Prediction using Regression

Course Notebooks

Intro to Programming
Python
Pandas
Data Cleaning
Data Visualization
Intro to SQL
Advanced SQL
Intro to Machine Learning
Intermediate Machine Learning
Intro to Deep Learning
Intro to AI Ethics

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Name		Name	Last commit message	Last commit date
README.md		README.md
advanced-soccer-feature-engineering.ipynb		advanced-soccer-feature-engineering.ipynb
affine-lattice-ellipse-packing.ipynb		affine-lattice-ellipse-packing.ipynb
agentic-rag-hallucination-detection.ipynb		agentic-rag-hallucination-detection.ipynb
ai-chips-energy-nuclear-quant-modeling.ipynb		ai-chips-energy-nuclear-quant-modeling.ipynb
ai-mathematical-olympiad-progress-prize-3.ipynb		ai-mathematical-olympiad-progress-prize-3.ipynb
ai-ml-citation-prediction-nlp.ipynb		ai-ml-citation-prediction-nlp.ipynb
algorithmic-memory-valuation-analytics.ipynb		algorithmic-memory-valuation-analytics.ipynb
anime-manga-analytics.ipynb		anime-manga-analytics.ipynb
anime-score-prediction-pipeline.ipynb		anime-score-prediction-pipeline.ipynb
arc-agi-2-grid-transform-solver-with-beam-search.ipynb		arc-agi-2-grid-transform-solver-with-beam-search.ipynb
arc-agi-3-hybrid-dsl-program-search-with-planning.ipynb		arc-agi-3-hybrid-dsl-program-search-with-planning.ipynb
arxiv-ai-bibliometrics-semantic-search.ipynb		arxiv-ai-bibliometrics-semantic-search.ipynb
arxiv-ai-transformer-nlp.ipynb		arxiv-ai-transformer-nlp.ipynb
atmospheric-n2o-spectral-deconvolution.ipynb		atmospheric-n2o-spectral-deconvolution.ipynb
battery-materials-dft-ml-screening.ipynb		battery-materials-dft-ml-screening.ipynb
battlesnake-blackout-2026.ipynb		battlesnake-blackout-2026.ipynb
bedrock-moisture-dynamics.ipynb		bedrock-moisture-dynamics.ipynb
benchflow-agent-skill-lift.ipynb		benchflow-agent-skill-lift.ipynb
benchflow-safety-constrained-agent-skill-lift.ipynb		benchflow-safety-constrained-agent-skill-lift.ipynb
biohub-3d-cell-tracking-pipeline.ipynb		biohub-3d-cell-tracking-pipeline.ipynb
biomedical-text-analytics-open-access-inferences.ipynb		biomedical-text-analytics-open-access-inferences.ipynb
birdclef-2026-mel-spectrogram-cnn-soundscapes.ipynb		birdclef-2026-mel-spectrogram-cnn-soundscapes.ipynb
bm25-tf-idf-reranking-legal-information-retrieval.ipynb		bm25-tf-idf-reranking-legal-information-retrieval.ipynb
broadband-eis-1dcnn-battery-soc.ipynb		broadband-eis-1dcnn-battery-soc.ipynb
cafa-6-protein-function-prediction.ipynb		cafa-6-protein-function-prediction.ipynb
cardiovascular-risk-prediction-biomarker-analysis.ipynb		cardiovascular-risk-prediction-biomarker-analysis.ipynb
catechol-benchmark-hackathon.ipynb		catechol-benchmark-hackathon.ipynb
cern-proton-collision-razor-analysis.ipynb		cern-proton-collision-razor-analysis.ipynb
cern-wmunu-electroweak-analysis.ipynb		cern-wmunu-electroweak-analysis.ipynb
cisa-kev-pipeline-ransomware-prediction.ipynb		cisa-kev-pipeline-ransomware-prediction.ipynb
clinical-protocol-intelligence-ml-nlp.ipynb		clinical-protocol-intelligence-ml-nlp.ipynb
cms-dielectron-spectroscopy-z0-reconstruction.ipynb		cms-dielectron-spectroscopy-z0-reconstruction.ipynb
coffee-moisture-ftnir-prediction.ipynb		coffee-moisture-ftnir-prediction.ipynb
coffee-mulch-ecophysiology-ml-pytorch.ipynb		coffee-mulch-ecophysiology-ml-pytorch.ipynb
connect-x.ipynb		connect-x.ipynb
cosmic-object-classification-with-desi-dr1.ipynb		cosmic-object-classification-with-desi-dr1.ipynb
cpsc-product-recall-nlp-multimodal.ipynb		cpsc-product-recall-nlp-multimodal.ipynb
croo-a2a-topology-neural-router.ipynb		croo-a2a-topology-neural-router.ipynb
crystal-system-classification-perovskite-oxides.ipynb		crystal-system-classification-perovskite-oxides.ipynb
crystallographic-descriptors-abo3-stability.ipynb		crystallographic-descriptors-abo3-stability.ipynb
cuhk-x-har-3dcnn-bigru.ipynb		cuhk-x-har-3dcnn-bigru.ipynb
cuhk_x_large_model_track_pipeline.ipynb		cuhk_x_large_model_track_pipeline.ipynb
cupc-tio2-heterojunction-spectroscopy.ipynb		cupc-tio2-heterojunction-spectroscopy.ipynb
cybersecurity-analytics-cve-risk-modeling.ipynb		cybersecurity-analytics-cve-risk-modeling.ipynb
deep-kinematic-analysis-supersymmetric-signals.ipynb		deep-kinematic-analysis-supersymmetric-signals.ipynb
deep-past-challenge-translate-akkadian-to-english.ipynb		deep-past-challenge-translate-akkadian-to-english.ipynb
deepfake-detection.ipynb		deepfake-detection.ipynb
degenerate-stellar-remnants-classification.ipynb		degenerate-stellar-remnants-classification.ipynb
diabetes-prediction-challenge.ipynb		diabetes-prediction-challenge.ipynb
digitization-of-ecg-images.ipynb		digitization-of-ecg-images.ipynb
dimuon-spectroscopy-electroweak-analysis.ipynb		dimuon-spectroscopy-electroweak-analysis.ipynb
esa-opssat-telemetry-anomaly-detection.ipynb		esa-opssat-telemetry-anomaly-detection.ipynb
exercise-a-single-neuron.ipynb		exercise-a-single-neuron.ipynb
exercise-ai-fairness.ipynb		exercise-ai-fairness.ipynb
exercise-analytic-functions.ipynb		exercise-analytic-functions.ipynb
exercise-arithmetic-and-variables.ipynb		exercise-arithmetic-and-variables.ipynb
exercise-as-with.ipynb		exercise-as-with.ipynb
exercise-bar-charts-and-heatmaps.ipynb		exercise-bar-charts-and-heatmaps.ipynb
exercise-binary-classification.ipynb		exercise-binary-classification.ipynb
exercise-booleans-and-conditionals.ipynb		exercise-booleans-and-conditionals.ipynb
exercise-categorical-variables.ipynb		exercise-categorical-variables.ipynb
exercise-character-encodings.ipynb		exercise-character-encodings.ipynb
exercise-choosing-plot-types-and-custom-styles.ipynb		exercise-choosing-plot-types-and-custom-styles.ipynb
exercise-conditions-and-conditional-statements.ipynb		exercise-conditions-and-conditional-statements.ipynb
exercise-creating-reading-and-writing.ipynb		exercise-creating-reading-and-writing.ipynb
exercise-cross-validation.ipynb		exercise-cross-validation.ipynb
exercise-data-leakage.ipynb		exercise-data-leakage.ipynb
exercise-data-types-and-missing-values.ipynb		exercise-data-types-and-missing-values.ipynb
exercise-data-types.ipynb		exercise-data-types.ipynb
exercise-deep-neural-networks.ipynb		exercise-deep-neural-networks.ipynb
exercise-distributions.ipynb		exercise-distributions.ipynb
exercise-dropout-and-batch-normalization.ipynb		exercise-dropout-and-batch-normalization.ipynb
exercise-explore-your-data.ipynb		exercise-explore-your-data.ipynb
exercise-final-project.ipynb		exercise-final-project.ipynb
exercise-functions-and-getting-help.ipynb		exercise-functions-and-getting-help.ipynb
exercise-functions.ipynb		exercise-functions.ipynb
exercise-getting-started-with-sql-and-bigquery.ipynb		exercise-getting-started-with-sql-and-bigquery.ipynb
exercise-group-by-having-count.ipynb		exercise-group-by-having-count.ipynb
exercise-grouping-and-sorting.ipynb		exercise-grouping-and-sorting.ipynb
exercise-handling-missing-values.ipynb		exercise-handling-missing-values.ipynb
exercise-hello-seaborn.ipynb		exercise-hello-seaborn.ipynb
exercise-human-centered-design-for-ai.ipynb		exercise-human-centered-design-for-ai.ipynb
exercise-identifying-bias-in-ai.ipynb		exercise-identifying-bias-in-ai.ipynb
exercise-inconsistent-data-entry.ipynb		exercise-inconsistent-data-entry.ipynb
exercise-indexing-selecting-assigning.ipynb		exercise-indexing-selecting-assigning.ipynb
exercise-intro-to-lists.ipynb		exercise-intro-to-lists.ipynb
exercise-introduction.ipynb		exercise-introduction.ipynb
exercise-joining-data.ipynb		exercise-joining-data.ipynb
exercise-joins-and-unions.ipynb		exercise-joins-and-unions.ipynb
exercise-line-charts.ipynb		exercise-line-charts.ipynb
exercise-lists.ipynb		exercise-lists.ipynb
exercise-loops-and-list-comprehensions.ipynb		exercise-loops-and-list-comprehensions.ipynb
exercise-machine-learning-competitions.ipynb		exercise-machine-learning-competitions.ipynb
exercise-missing-values.ipynb		exercise-missing-values.ipynb
exercise-model-cards.ipynb		exercise-model-cards.ipynb
exercise-model-validation.ipynb		exercise-model-validation.ipynb
exercise-nested-and-repeated-data.ipynb		exercise-nested-and-repeated-data.ipynb
exercise-order-by.ipynb		exercise-order-by.ipynb
exercise-overfitting-and-underfitting.ipynb		exercise-overfitting-and-underfitting.ipynb

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