I'd like to start working on this, I have some experience with Ts, can you tell me which module is up for grabs?

@yashshah1 You are welcome to contribute, please pick any module or portion for conversion and mention it here, so I can mark it in-progress (to avoid any duplication effort).

I'd like to work on this too, any recommendations on where to start?

@nabeelvalley here is the short guide, super simple to start. Please pick any module or portion for conversion and mention it here, so I can mark it in-progress (to avoid any duplication effort).

Here you can find a guide on how to contribute.

@mubaidr I'm working from the utilities up, to avoid having untyped dependencies

The tests seem to be failing when I convert the file to JS because it looks like Jest is running against the TS files instead of the compiled JS - has the TS Compile been configured?

Looks like the tests are also currently failing:

Test Suites: 1 failed, 5 passed, 6 of 64 total
Tests:       9 failed, 114 passed, 123 total
Snapshots:   0 total
Time:        206.723 s

It appears that the soft-max tests are receiving a Float32Array instead of a plain array - should I look where the Float32 is coming from or should I update the unit tests to expect a Floar32Array instead?

The data returned looks exactly the same, it's just that the object types are different so the deep equality is failing:

Example for one of the tests below:

  ● SoftMax › .compare2D › can run on a simple matrix

    assert.deepEqual(received, expected)

    Expected value to deeply equal to:
      [[-0, 2], [3, 4]]
    Received:
      [[-0, 2], [3, 4]]

    Difference:

    - Expected
    + Received

      Array [
    -   Array [
    +   Float32Array [
          -0,
          2,
        ],
    -   Array [
    +   Float32Array [
          3,
          4,
        ],
      ]

Yes, you can update test to expect Float32Array.

In the mean-time some tests might still fail, because they have not yet been updated recently. You can can continue working and make sure build process is successful and conversion does not cause increase in no. of failed tests.

Hi! I want to help. If I convert one file, do I need to convert related files too or something? Or just a single file?

You don't need to updated all the related files, just go file by file and make sure build is successful.

Utilities is taken, isnt it?

Activation functions seem like a good place to start, may I work on it?

Utilities is taken, isnt it?

Hi @HarshKhandeparkar, I haven't had a chance to work on this you're welcome to take utilities if you want, just note that needs to be updated above

Np @nabeelvalley. I think I'll work on activation functions :)

@nabeelvalley I think I managed to fix the jest error you were facing in #582. You may copy paste my changes to jest.config.json or wait for the PR to be merged :)

estimator/ has a single file. Looks like a nice 🎯.