Create and browse visual drawings and charts. Based on Radu Mariescu-Istodor's No Black Box Machine Learning Course for freeCodeCamp.
Clone this repository
git clone https://github.com/travishorn/mlChange into the directory
cd mlInstall dependencies
npm installMigrate the database
npx knex migrate:latestSeed the database
npx knex seed:runStart the development server
npm run devGo to http://localhost:5173
Go to http://localhost:5173
Click on Draw
Click to draw the item indicated on the screen, then click Done
Repeat as many times as desired to continually add training data.
Go to http://localhost:5173
Click on Browse
Scroll to view submitted drawings
Go to http://localhost:5173
Click on Predict
The chart at the top plots data on two features: width and height.
Draw in the box at the bottom. As you draw, the features of your drawing are plotted alongside the training data.
To do (under development):
A prediction is made based on the nearest neighbors to your drawing.
The MIT License (MIT)
Copyright © 2023 Travis Horn
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.