PsiZ: Psychological Embeddings

Welcome to PsiZ! If this is your first visit, we suggest reading Getting Started.

• Getting Started
  • Purpose
  • What’s in a name?
  • Installation
  • Design Philosophy
  • What next?

Tutorials

• Beginner Tutorial - Part 1
  • Introduction
  • Problem Formulation
  • Model Construction
  • Data Preparation
  • Model Inference
  • Model Analysis
  • Summary
  • Exercises
• Beginner Tutorial - Part 2
  • Introduction
  • Problem Formulation
  • Data Preparation
  • Model Construction
  • Model Inference
  • Model Analysis
  • Summary
  • Exercises
• Variational Inference
• Tuning
• Active Learning

Ecosystem

• PsiZ Datasets
  • Overview
  • birds16_rank2019
  • ilsvrc2012_val_hsj
  • skin_lesions2018_rank2018

Features & Design

• Data: Content, Group, & Behavior
• The mask_zero Convention
• Model Restarts

API Reference

• psiz.data
  • Categorize
  • Content
  • Continuous
  • Dataset
  • DatasetComponent
  • Group
  • Outcome
  • Rank
  • Rate
  • SparseCategorical
  • sample_qr_sets()
  • unravel_timestep()
• psiz.keras
  • psiz.keras.constraints
  • psiz.keras.initializers
  • psiz.keras.layers
  • psiz.keras.models
  • psiz.keras.regularizers
• psiz.mplot
  • bvn_ellipse()
  • embedding_input_dimension()
  • embedding_output_dimension()
  • hdi_bvn()
  • heatmap_embeddings()
• psiz.tfp
  • unpack_mvn()
• psiz.utils
  • affine_mvn()
  • choice_wo_replace()
  • m_prefer_n()
  • pairwise_indices()
  • procrustes_rotation()
  • random_combinations()
  • rotation_matrix()
  • sort_based_mask()
  • standard_split()

Everything Else

• Bibliography

Indices and tables

• Index

• Module Index

• Search Page