VikParuchuri / ml-math

Math for ML

This shows a skill tree visualization to help you learn the math you need for ML.

Contributing Content

The content is in 3 json files in src/lib/assets:

• topics.json contains the individual nodes in the graph
• relations.json contains the edges
• resources.json is a list of resources pertaining to the topics

Feel free to add new topics. If you add a new topic, also ensure you add the relevant relations and resources. Make sure you preserve all of the fields from other topics/relations/resources.

Once you commit your changes, the main site will be rebuilt with the new content. Open a pull request to get a preview site to test your changes (or test locally following the instructions below).

Developing

Clone the project, and run npm install. Then start a dev server:

npm run dev

# or start the server and open the app in a new browser tab
npm run dev -- --open

Building

To create a production version of your app:

npm run build

You can preview the production build with npm run preview.