sparkier / hierarchical-image-explorer Goto Github PK

JavaScript 3.13% HTML 0.41% Svelte 54.18% TypeScript 18.64% Python 23.64%

hierarchical-image-explorer's Introduction

Hi there 👋

I am a Researcher at the intersection of ML and visualization. When I am not in front of my computer, you will probably find me in the mountains. My research is at the intersection of AI and HCI. In this context, I am always searching for the best method to connect humans with AI systems. I try to help developers with techniques and visualizations that foster communication and provide insights during development and work on visualizations that help them understand the decisions their AI systems make.

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hierarchical-image-explorer's Issues

look into (and implement) graph database to store hierarchical clustering

Bigger image on hover

Update README

The README is very outdated and missing a lot of the new stuff. Should be updated at some point.

Linting Checks

The code should be checked in terms of formatting before being merged. This can be done using Travis.

Graph makeover w/ aq statements

All data operations use arquero

Hover position when Hierarchical is not top of page

Currently the Hover position is set relative to the top of the page.
This leads to unwanted behaviour when the Hierarchical Component is further down the page

pie chart for 1 selection, discrete values

A-B comparison

Filter column, op, column

add hirarchical clustering data providers to backend

Dataset statistics on home site

fix building issue

Building the backend does not work for multiple reasons. This should be resolved in a separate PR.

Originally posted by @Sparkier in #28 (comment)

Legend for continuous color values

Add isProduction variable to lead to different default sites

User docu

Write user documentation explaining usage, data management etc.

find alternative matching method

find an alternative matching method to find a group representative without using color

Svelte linting

Svelte linting does not work properly as of sveltejs/eslint-plugin-svelte3#163.

build arquero autocomplete component

The index.d.ts does not work

Please:

Check for duplicate issues. Please file separate requests as separate issues on GitHub.
Describe how to reproduce the bug.
run the backend/tests/imageRepTest.ts for example
the import is still not recognized properly
Use the latest version, if possible. Always indicate which version you are using.
Current main
Include error messages or gifs/screenshots of problematic behavior, if applicable.
TSError: ⨯ Unable to compile TypeScript: src/representative.ts:5:24 - error TS7016: Could not find a declaration file for module 'colorthief'. 'Y:/Repos/HIE - dev/Hierarchical-Image-Explorer/node_modules/colorthief/dist/color-thief.js' implicitly has an 'any' type.
Provide an example.

color query in settings menu

Data processing script generates config

histogram and box plot for continuous values

Wrong selection color in chart

If "B" selection is used first, the graph shows the "A" selection color

Outline zoom-in issue

I found a small bug when zooming.

Separate chart for images in both selected clusters

Test recursive vs stack depth search in backend

This might be obselete once the backend is switched to neo4j.

Hexagon properties with arquero statements

Finish building Svelte components

Cleanup of the UI

Better way for timing in mnist_hirarchical_clustering

ATM the neo4j server is started at the beginning of the file. This takes ~45s. In the mnist test case with current configuration the clustering takes longer so when the clustering is done the server is always ready. For different datasets / hardware / clustering methods this might not be the case.