An interactive UMAP visualization of the MNIST data set.

Last update: Dec 27, 2022

Related tags

Overview

Code for an interactive UMAP visualization of the MNIST data set. Demo at https://grantcuster.github.io/umap-explorer/. You can read more about the demo in the about section.

A rough guide to the code

The demo app is a React app. It uses a src/Data.js to fetch the data and src/Layout.js to handle the layout of the page. The three.js visualization code is in src/Projection.js. The texture atlases are in the public folder as images. I also included the iPython notebook files I used to generate the texture atlases (making_mnist_images.ipynb) and to download the UMAP embeddings (plot_mnist_example.ipynb).

Running the app

This project was bootstrapped with Create React App.

In the project directory, you can run:

`npm start`

Runs the app in the development mode.
Open http://localhost:3000 to view it in the browser.

The page will reload if you make edits.
You will also see any lint errors in the console.

`npm run build`

Builds the app for production to the build folder.
It correctly bundles React in production mode and optimizes the build for the best performance.

The build is minified and the filenames include the hashes.
Your app is ready to be deployed!

See the section about deployment for more information.

Learn more about create react app

You can learn more in the Create React App documentation.

To learn React, check out the React documentation.

Comments

Add LICENSE?

Hi @GrantCuster , great demo!

It seems like the code is currently released under No License. Could you clarify if this is on purpose? Otherwise, do you think it would be possible to add a LICENSE if you intend to make this an open source release?

opened by stes 2
Bump url-parse from 1.4.4 to 1.5.7
Bumps url-parse from 1.4.4 to 1.5.7.

Commits

8b3f5f2 1.5.7

ef45a13 [fix] Readd the empty userinfo to url.href (#226)

88df234 [doc] Add soft deprecation notice

78e9f2f [security] Fix nits

e6fa434 [security] Add credits for incorrect handling of userinfo vulnerability

4c9fa23 1.5.6

7b0b8a6 Merge pull request #223 from unshiftio/fix/at-sign-handling-in-userinfo

e4a5807 1.5.5

193b44b [minor] Simplify whitespace regex

319851b [fix] Remove CR, HT, and LF

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dependencies
opened by dependabot[bot] 1
Bump follow-redirects from 1.6.1 to 1.14.7
Bumps follow-redirects from 1.6.1 to 1.14.7.

Commits

2ede36d Release version 1.14.7 of the npm package.

8b347cb Drop Cookie header across domains.

6f5029a Release version 1.14.6 of the npm package.

af706be Ignore null headers.

d01ab7a Release version 1.14.5 of the npm package.

40052ea Make compatible with Node 17.

86f7572 Fix: clear internal timer on request abort to avoid leakage

2e1eaf0 Keep Authorization header on subdomain redirects.

2ad9e82 Carry over Host header on relative redirects (#172)

77e2a58 Release version 1.14.4 of the npm package.

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dependencies
opened by dependabot[bot] 1
Bump url-parse from 1.4.4 to 1.5.3
Bumps url-parse from 1.4.4 to 1.5.3.

Commits

ad44493 [dist] 1.5.3

c798461 [fix] Fix host parsing for file URLs (#210)

201034b [dist] 1.5.2

2d9ac2c [fix] Sanitize only special URLs (#209)

fb128af [fix] Use 'null' as origin for non special URLs

fed6d9e [fix] Add a leading slash only if the URL is special

94872e7 [fix] Do not incorrectly set the slashes property to true

81ab967 [fix] Ignore slashes after the protocol for special URLs

ee22050 [ci] Use GitHub Actions

d2979b5 [fix] Special case the file: protocol (#204)

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dependencies
opened by dependabot[bot] 1
Bump tar from 4.4.8 to 4.4.15
Bumps tar from 4.4.8 to 4.4.15.

Commits

843c897 4.4.15

46fe350 Remove paths from dirCache when no longer dirs

df3aa4d 4.4.14

6d28013 add publishConfig tag

efc6bb0 fix: strip absolute paths more comprehensively

65edb39 4.4.13

d04c3ff Always provide a callback to fs.close()

dbd6f52 4.4.12

0240086 update tap and minipass

9232b3d 4.4.11

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dependencies
opened by dependabot[bot] 1
Bump url-parse from 1.4.4 to 1.5.1
Bumps url-parse from 1.4.4 to 1.5.1.

Commits

eb6d9f5 [dist] 1.5.1

750d8e8 [fix] Fixes relative path resolving #199 #200 (#201)

3ac7774 [test] Make test consistent for browser testing

267a0c6 [dist] 1.5.0

d1e7e88 [security] More backslash fixes (#197)

d99bf4c [ignore] Remove npm-debug.log from .gitignore

422c8b5 [pkg] Replace nyc with c8

933809d [pkg] Move coveralls to dev dependencies

190b216 [pkg] Add .npmrc

ce3783f [test] Do not test on all available versions of Edge and Safari

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dependencies
opened by dependabot[bot] 1
Bump three from 0.100.0 to 0.125.0
Bumps three from 0.100.0 to 0.125.0.

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See full diff in compare view

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dependencies
opened by dependabot[bot] 1
Bump handlebars from 4.0.12 to 4.7.6
Bumps handlebars from 4.0.12 to 4.7.6.

Changelog

Sourced from handlebars's changelog.

v4.7.6 - April 3rd, 2020

Chore/Housekeeping:

#1672 - Switch cmd parser to latest minimist (@dougwilson

Compatibility notes:

Restored Node.js compatibility

Commits

v4.7.5 - April 2nd, 2020

Chore/Housekeeping:

~~Node.js version support has been changed to v6+~~ Reverted in 4.7.6

Compatibility notes:

~~Node.js < v6 is no longer supported~~ Reverted in 4.7.6

Commits

v4.7.4 - April 1st, 2020

Chore/Housekeeping:

#1666 - Replaced minimist with yargs for handlebars CLI (@aorinevo, @AviVahl & @fabb)

Compatibility notes:

No incompatibilities are to be expected

Commits

v4.7.3 - February 5th, 2020

Chore/Housekeeping:

#1644 - Download links to aws broken on handlebarsjs.com - access denied (@Tea56)

Fix spelling and punctuation in changelog - d78cc73

Bugfixes:

Add Type Definition for Handlebars.VERSION, Fixes #1647 - 4de51fe

Include Type Definition for runtime.js in Package - a32d05f

Compatibility notes:

Commits

e6ad93e v4.7.6

2bf4fc6 Update release notes

b64202b Update release-notes.md

c2f1e62 Switch cmd parser to latest minimist

08e9a11 Revert "chore: set Node.js compatibility to v6+"

1fd2ede v4.7.5

3c9c2f5 Update release notes

16487a0 chore: downgrade yargs to v14

309d2b4 chore: set Node.js compatibility to v6+

645ac73 test: fix integration tests

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This version was pushed to npm by erisds, a new releaser for handlebars since your current version.

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dependencies
opened by dependabot[bot] 1
Bump elliptic from 6.4.1 to 6.5.3
Bumps elliptic from 6.4.1 to 6.5.3.

Commits

8647803 6.5.3

856fe4d signature: prevent malleability and overflows

6048941 6.5.2

9984964 package: bump dependencies

ec735ed utils: leak less information in getNAF()

71e4e8e 6.5.1

7ec66ff short: add infinity check before multiplying

ee7970b travis: really move on

637d021 travis: move on

5ed0bab package: update deps

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dependencies
opened by dependabot[bot] 1
Bump lodash from 4.17.11 to 4.17.19
Bumps lodash from 4.17.11 to 4.17.19.

Release notes

Sourced from lodash's releases.

4.17.16

Commits

d7fbc52 Bump to v4.17.19

2e1c0f2 Add npm-package

1b6c282 Bump to v4.17.18

a370ac8 Bump to v4.17.17

1144918 Rebuild lodash and docs

3a3b0fd Bump to v4.17.16

c84fe82 fix(zipObjectDeep): prototype pollution (#4759)

e7b28ea Sanitize sourceURL so it cannot affect evaled code (#4518)

0cec225 Fix lodash.isEqual for circular references (#4320) (#4515)

94c3a81 Document matches* shorthands for over* methods (#4510) (#4514)

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This version was pushed to npm by mathias, a new releaser for lodash since your current version.

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dependencies
opened by dependabot[bot] 1
Bump express from 4.16.4 to 4.18.2
Bumps express from 4.16.4 to 4.18.2.

Release notes

Sourced from express's releases.

4.18.2

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1

Fix hanging on large stack of sync routes

4.18.0

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: [email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

Fix emitted 416 error missing headers property

Limit the headers removed for 304 response

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

... (truncated)

Changelog

Sourced from express's changelog.

4.18.2 / 2022-10-08

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1 / 2022-04-29

Fix hanging on large stack of sync routes

4.18.0 / 2022-04-25

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: [email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

... (truncated)

Commits

8368dc1 4.18.2

61f4049 docs: replace Freenode with Libera Chat

bb7907b build: [email protected]

f56ce73 build: [email protected]

24b3dc5 deps: [email protected]

689d175 deps: [email protected]

340be0f build: [email protected]

33e8dc3 docs: use Node.js name style

644f646 build: [email protected]

ecd7572 build: [email protected]

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dependencies
opened by dependabot[bot] 0
Bump decode-uri-component from 0.2.0 to 0.2.2
Bumps decode-uri-component from 0.2.0 to 0.2.2.

Release notes

Sourced from decode-uri-component's releases.

v0.2.2

Prevent overwriting previously decoded tokens 980e0bf

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.1...v0.2.2

v0.2.1

Switch to GitHub workflows 76abc93

Fix issue where decode throws - fixes #6 746ca5d

Update license (#1) 486d7e2

Tidelift tasks a650457

Meta tweaks 66e1c28

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.0...v0.2.1

Commits

a0eea46 0.2.2

980e0bf Prevent overwriting previously decoded tokens

3c8a373 0.2.1

76abc93 Switch to GitHub workflows

746ca5d Fix issue where decode throws - fixes #6

486d7e2 Update license (#1)

a650457 Tidelift tasks

66e1c28 Meta tweaks

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dependencies
opened by dependabot[bot] 0
Bump css-what from 2.1.2 to 2.1.3
Bumps css-what from 2.1.2 to 2.1.3.

Commits

2db00ca 2.1.3

dc51092 fix(css-selectors): extend regex to include superscript in range, fix #27 (#28)

a5f1991 Test on node LTS

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dependencies
opened by dependabot[bot] 0
Bump url-parse from 1.4.4 to 1.5.10
Bumps url-parse from 1.4.4 to 1.5.10.

Commits

8cd4c6c 1.5.10

ce7a01f [fix] Improve handling of empty port

0071490 [doc] Update JSDoc comment

a7044e3 [minor] Use more descriptive variable name

d547792 [security] Add credits for CVE-2022-0691

ad23357 1.5.9

0e3fb54 [fix] Strip all control characters from the beginning of the URL

61864a8 [security] Add credits for CVE-2022-0686

bb0104d 1.5.8

d5c6479 [fix] Handle the case where the port is specified but empty

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dependencies
opened by dependabot[bot] 0
Bump follow-redirects from 1.6.1 to 1.14.8
Bumps follow-redirects from 1.6.1 to 1.14.8.

Commits

3d81dc3 Release version 1.14.8 of the npm package.

62e546a Drop confidential headers across schemes.

2ede36d Release version 1.14.7 of the npm package.

8b347cb Drop Cookie header across domains.

6f5029a Release version 1.14.6 of the npm package.

af706be Ignore null headers.

d01ab7a Release version 1.14.5 of the npm package.

40052ea Make compatible with Node 17.

86f7572 Fix: clear internal timer on request abort to avoid leakage

2e1eaf0 Keep Authorization header on subdomain redirects.

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dependencies
opened by dependabot[bot] 0
Bump ajv from 6.7.0 to 6.12.6
Bumps ajv from 6.7.0 to 6.12.6.

Release notes

Sourced from ajv's releases.

v6.12.6

Fix performance issue of "url" format.

v6.12.5

Fix uri scheme validation (@ChALkeR). Fix boolean schemas with strictKeywords option (#1270)

v6.12.4

Fix: coercion of one-item arrays to scalar that should fail validation (failing example).

v6.12.3

Pass schema object to processCode function Option for strictNumbers (@issacgerges, #1128) Fixed vulnerability related to untrusted schemas (CVE-2020-15366)

v6.12.2

Removed post-install script

v6.12.1

Docs and dependency updates

v6.12.0

Improved hostname validation (@sambauers, #1143) Option keywords to add custom keywords (@franciscomorais, #1137) Types fixes (@boenrobot, @MattiAstedrone) Docs:

error logging example (@RadiationSickness)

TypeScript usage notes (@thetric)

v6.11.0

Time formats support two digit and colon-less variants of timezone offset (#1061 , @cjpillsbury) Docs: RegExp related security considerations Tests: Disabled failing typescript test

v6.10.2

Fix: the unknown keywords were ignored with the option strictKeywords: true (instead of failing compilation) in some sub-schemas (e.g. anyOf), when the sub-schema didn't have known keywords.

v6.10.1

Fix types Fix addSchema (#1001) Update dependencies

v6.10.0

Option strictDefaults to report ignored defaults (#957, @not-an-aardvark) Option strictKeywords to report unknown keywords (#781)

v6.9.0

OpenAPI keyword nullable can be any boolean (and not only true). Custom keyword definition changes:

dependencies option in to require the presence of keywords in the same schema.

... (truncated)

Commits

fe59143 6.12.6

d580d3e Merge pull request #1298 from ajv-validator/fix-url

fd36389 fix: regular expression for "url" format

490e34c docs: link to v7-beta branch

9cd93a1 docs: note about v7 in readme

877d286 Merge pull request #1262 from b4h0-c4t/refactor-opt-object-type

f1c8e45 6.12.5

764035e Merge branch 'ChALkeR-chalker/fix-comma'

3798160 Merge branch 'chalker/fix-comma' of git://github.com/ChALkeR/ajv into ChALkeR...

a3c7eba Merge branch 'refactor-opt-object-type' of github.com:b4h0-c4t/ajv into refac...

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dependencies
opened by dependabot[bot] 0