kvzhao / feature-analyzer

Tools for feature analysis

Feature Analyzer

Development Branch

TODO

• intra-class and inter-class analysis
• cross model or cross temperal analysis

Quick Start

Installation

python setup.py install

The command-line tool will be installed as featureAnalyzer

Dependencies and hnswlib

Run the script to install

  sh install_hnsw.sh

Source: hnswlib

Usage

 featAnalyzer -c configs/default.yaml -dd sample-data/embedding_container_example/

Variance analysis example

python scripts/analyze_variance.py -ec sample-data/embedding_container_example/ -rc sample-data/variance_example/