ai-on-browser / ai-on-browser.github.io Goto Github PK

What happened?

Issue template feature-request.yml has problem.

And GUI/package selection should be optional.

GUI or package

GUI

Version

No response

Suggestion feature

Some image thresholding methods return an array of 0 or 255.

Maybe 255 is like a magic number, so use 1 instead.

Is this a feature to be added to the GUI or to the package?

package

What happened?

Reshape layer do not work well when 2D input and 3D output.

Did it occur on the screen or on the package?

package

Version

0.7.0

Add template files for issues and PR.

Suggestion feature

Constructor parameter d of Markov Switching is not necessary.
Remove it.

And fix small bug.

Is this a feature to be added to the GUI or to the package?

package

Suggestion feature

Modeling uses D3.js directly to create elements.

Most processes are the same, so create a unified process and do not use D3.js directly.

Is this a feature to be added to the GUI or to the package?

GUI

Suggestion feature

Add Hessian LLE

Is this a feature to be added to the GUI or to the package?

GUI, package

Suggestion feature

Matrix class only defines element-wise norm.

There are many other definition, so implement it.

Is this a feature to be added to the GUI or to the package?

package

Suggestion feature

Accept JSON and audio data in upload data.

Is this a feature to be added to the GUI or to the package?

GUI

Currently, genetic algorithms are used only for reinforcement learning and are specialized for that.

Improve the internal implementation as a meta-algorithmic genetic algorithm.

Suggestion feature

The columns to display can be selected for batch data, but not the time series.

Add selector to specify display columns for time series data

Is this a feature to be added to the GUI or to the package?

GUI

What happened?

Principal curve does not work properly.

This is because it have failed to create an approximate curve.

Did it occur on the screen or on the package?

GUI, package

Version

0.4.0

Suggestion feature

Add Genetic k-means

Is this a feature to be added to the GUI or to the package?

GUI, package

Suggestion feature

Currently the test for layers is Indirect.

Create tests that run the layer directly.

Is this a feature to be added to the GUI or to the package?

package

Suggestion feature

Add Weighted k-means

Is this a feature to be added to the GUI or to the package?

GUI, package

Suggestion feature

Currently, the low-pass filter uses the FFT, which is a tricky calculation.
Simplify it by using the DFT (except for certain number of data).

Is this a feature to be added to the GUI or to the package?

package

Suggestion feature

Add Semi-Supervised Support Vector Machine

Is this a feature to be added to the GUI or to the package?

GUI, package

Suggestion feature

Currently, AR models are trained with lms (least squares method).

Other methods have already been implemented.
We want to be able to select one.

Is this a feature to be added to the GUI or to the package?

GUI, package

Suggestion feature

• copyXXX function to statistic function
• resize and concat function work as inplace, and implement current behavior by static functions
• sample function always returns index

Is this a feature to be added to the GUI or to the package?

package

What happened?

Taks of functional data does not be updated when a dimension is changed

Did it occur on the screen or on the package?

GUI

Version

No response

#3 was for only random layer, but it would be nice to be able to do the same for full layer and reshape layer.

Argument init_args of EnsembleBinaryModel constructor is not required and is confusing.

Like RANSAC, remove init_args and remove all arguments of the constructor of the model being passed.

Suggestion feature

Currently, functional data only create 1, 2 and 3D data.

Use x[dim] (same as least squares model, etc.) and supports 4 dimensions or more.

Is this a feature to be added to the GUI or to the package?

GUI

Suggestion feature

Add HDBSCAN

Is this a feature to be added to the GUI or to the package?

GUI, package

What happened?

I choose UCI data and select any task, the column selection area disappears.

Did it occur on the screen or on the package?

GUI

Version

No response

Add STING (STatistical INformation Grid-based method) clustering method.

Suggestion feature

Add K-SVD

Is this a feature to be added to the GUI or to the package?

GUI, package

What happened?

when I import some file (not index.js), the path is bit complex (also IDE show error with TS).

Make sure to export without shifting the hierarchy.

Did it occur on the screen or on the package?

package

Version

0.1.0

Suggestion feature

Add sparsity parameter for MOD like K-SVD

Is this a feature to be added to the GUI or to the package?

package

Suggestion feature

Add Extremely Randomized Trees(Extra Trees)

Is this a feature to be added to the GUI or to the package?

GUI, package

There is no point in using ActivationLayer.

So, remove ActivationLayer.

Suggestion feature

All process of data rendering should be done in platform.

Is this a feature to be added to the GUI or to the package?

GUI

Suggestion feature

Add Slice sampling

Is this a feature to be added to the GUI or to the package?

GUI, package

Suggestion feature

Tree class is bit complicated and IsolationForest only need few function.

Instead of using the Tree class, it is better to simply use an object.

Is this a feature to be added to the GUI or to the package?

package

What happened?

Cumulative sum anomaly detection repeatedly divides the series, but does not.

Did it occur on the screen or on the package?

package

Version

0.6.0

Suggestion feature

Add Monothetic Clustering.

Not Monothetic Analysis Clustering (MONA)

Is this a feature to be added to the GUI or to the package?

GUI, package

Suggestion feature

Add Theil-Sen estimator

Is this a feature to be added to the GUI or to the package?

GUI, package

What happened?

Select Markov Decision Process and grid environment.
Then, when I change the columns or the rows, it returns a default value.

Did it occur on the screen or on the package?

GUI

Version

No response

Create Ladder network in package and GUI (semi-supervised learning).

Suggestion feature

No documentation exists for type declarations of evaluation methods

Is this a feature to be added to the GUI or to the package?

package

Suggestion feature

Otsu's thresholding works only with integers from 0 to 255.

Make Otsu's threshold work for an arbitrary range of values.

Is this a feature to be added to the GUI or to the package?

package

Suggestion feature

Add DENCLUE

Is this a feature to be added to the GUI or to the package?

GUI, package

Run tests with Github actions on pull requests to verify the correctness of the changed code.

Add test for Split and merge

Suggestion feature

Add paths-ignore in some actions like:

paths-ignore:
  - 'README.md'
  - '.gitignore'
  - '.github/**'

Is this a feature to be added to the GUI or to the package?

other

substr method of string is deprecated.
Use substring.

The random layer needs to specify the number of columns, but it is complicated.
It should be possible to make it the same size as the output of a particular layer.

What happened?

RNN timeseries prediction does not work correctly in manual data.

Did it occur on the screen or on the package?

GUI

Version

No response

Suggestion feature

Remove Tree dependencies from HDBSCAN

Is this a feature to be added to the GUI or to the package?

package