SOCR.

Statistics Online Computational Resource

SOCR HTML5 Webapps

Some of the recently developed SOCR Webapps are included below. These applications are designed in HTML5 (using JavaScript and SVG Graphics) to run on any platform, operating system or device (including tablets and mobile devices), provided a modern JavaScript-enabled browser is used to access these resources.

Webapp catalog

Search the complete resource list or browse in its original order.

50 resources

  1. SOCR GAIMs: SOCR AI Bot RShiny app (data analytics, synthetic text, image and code generation, R-training), SOCR 2D/3D Synthetic Brain Data Generation Webapp, and the SOCR GAIM 2D Synthetic Brain Image Generation RShiny App (back up app), also see video 1, video 2, this slidedeck and this SOCR AI Bot HTML5 Webapp.
  2. UM AI Services (require UM authentication!): UM GPT, UM Maizey, UM GPT Toolkit. Other AI services include NotebookLM Google AI, SciSpace, Perplexity, NAIRR Pilot AI Resources, 3D foundAI/LLM/Transformers Viz App (and source code), compare to multiscale adult Fly Brain, Vicuna LLM API (an open-source ChatBot), DeepSeek, Storm/Stanford, LM Studio, Artificial Analysis AI, NotebookLM AI Audio Podcasts, Fullstack AI Engineer for auto app development (lovable), Compare HuggingFace Open LLMs via Leaderboard.
  3. SOCR Analytical Toolkit (SOCRAT)
  4. Generation-2 Augmented Intelligence Agent (AIA2), and Generation-3 AIA3
  5. SOCR Analytical Toolkit (SOCRAT) and Statistical Data Analyzer (SDA)
  6. DSPA AI Tutor and Virtual Assistant App and Spacekime/TCIU AI Tutor and Virtual Assistant App
  7. SOCR Statistical Power Analyzer, an interactive tool for calculating statistical power, sample size, effect size, and significance level
  8. Biomedical Physics with Applications to Disease (BPAD) and BPAD Webapps
  9. Interactive Learning Platform (ILP) for transformative education with real-time engagement, gamification, and collaborative learning experiences
  10. Simple Webapp showing Time-series to Kime-Surfaces Mapping, see TCIU and Spacekime Representation
  11. TMD-Simulator: A Temporomandibular Disorders Data Simulation Platform
  12. Rodent Digital Homecage (DHC) Environment
  13. GRAIN (Growth-focused Return-optimized AI-powered Investment Navigator), a comprehensive investment platform
  14. Nurse AI Trainer (NAIT) and Michigan Intelligent Teaching Assistant (MITA)
  15. GR Data Marketplace Exchange (DMX) connecting data-rich organizations with analytical experts to sensibly share data and extract actionable insights from complex datasets
  16. SOCR PubMed Navigator
  17. Motion Charts
  18. Randomization, Resampling and Simulation Webapp
  19. Live SOCR Central Limit Theorem (CLT) Webapp, V.2 Central Limit Theorem (CLT2) Webapp, GitHub source code, and SOCR CLT paper
  20. SOCR Probability Distribution Calculators & Modeler (Distributome)
  21. Bivariate Normal Distribution Calculators (2D + 3D): Stochastic (BVN1) and approximate (BVN2)
  22. Fourier and Wavelet Games (webapps)
  23. Normal Distribution Calculator
  24. SOCR Regression Modeler (RShiny app) and SOCR Probability Distribution and Data Modeler (RShiny app)
  25. SOCR 2D/3D Hierarchical Clustering and Gaussian Mixture Modeling and Clustering Shiny App
  26. Distributome Probability Calculators, Virtual Experiments, Simulators
  27. Probability Distributome Navigator and SOCR RShiny Probability Distribution Calculator
  28. SOCR 3D Cell Morphometry Project
  29. XTK/HTML5 Brain Viewer and BrainBook Painter
  30. DataSifter: Sharing and Obfuscation of Sensitive Data, DataSifter Longitudinal Obfuscator (DSLO) App, and DataSifter Categorical Obfuscator (DiSCO) App
  31. CBDA: Compressive Big Data Analytics
  32. 2D Interactive Voronoi Tessellation App
  33. Machine Learning Autoencoder (ABIDE Data)
  34. SOCR t-SNE Dimensionality Reduction (TensorBoard) UKBB Machine Learning Modules
  35. SOCR t-SNE Dimensionality Reduction (TensorBoard) Interactive Visual Analytics using User-Specified Data
  36. SOCR t-SNE Dimensionality Reduction (TensorBoard) Longitudinal Analytics using ECG/EkG/EEG data
  37. VirtualHospital: Simulated Patient Data
  38. Longitudinal Data modeling, time-series analysis, and Motion Charts
  39. Quality Improvement (QI) Apps for Exploratory Longitudinal Data Analytics
  40. Interactive SOCR Depression & Mental Health App
  41. Interactive Training App for Medication Dosage Calculations, see a short animation (30-sec) and a brief podcast (6-min)
  42. Interactive Pressure Injury Prediction Model (PIPM) App
  43. SOCR Proposal Writing Assistant (SPA) App
  44. SOCR Linear Modeling Histogram and Summary RShiny Application
  45. AI Economic, Market, Securities and Investment Webapps
  46. SOCR Data Dashboard Webapp
  47. Econometrics Webapps
  48. SOCR Rmd Data Dashboard App using US Jobs Ranking
  49. Violin Chart
  50. SOCR GitHub Resources, Apps, Code, Tools, and Services
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