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scikit-learn

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scikit-learn is a widely-used Python module for classic machine learning. It is built on top of SciPy.

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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  • Updated May 13, 2021
  • Python
GuanLuo
GuanLuo commented Sep 9, 2021

Bug Report

Is the issue related to model conversion?

If the ONNX checker reports issues with this model then this is most probably related to the converter used to convert the original framework model to ONNX. Please create this bug in the appropriate converter's GitHub repo (pytorch, tensorflow-onnx, sklearn-onnx, keras-onnx, onnxmltools) to get the best help.

Describe the bug

T

sktime
fkiraly
fkiraly commented Oct 8, 2021

There should be a single source of truth for extension templates, and the presentation should not require the user to copy-paste.

So,the developer page on extension templates
https://www.sktime.org/en/stable/developer_guide/add_estimators.html

should link to the actual extension templates (stable or last release), instead of reproducing them in the documentation.

TheAutumnOfRice
TheAutumnOfRice commented Sep 28, 2021

The current History class has some limitations: (ver 0.10.0)

  1. Currently the history is saved as JSON, as a result, those recorded values are limited to simple numbers and strings. Other objects can not be saved in history files directly.
  2. Saving as JSON takes lots of time and space because numbers are stored in decimal. It's getting worse when the training epoch is increasing.
  3. In some
igel
nidhaloff
nidhaloff commented Sep 11, 2021

Description

We want to add support for auto ML. My suggestion is to use autokeras. I'm letting this open for newcomers who want to contribute to this project.

The parameters of the model need to be read from a yaml file (check utils.py in igel, there is a helper function to read a yaml or json file). These parameters will be used to construct and train a model. The results should be th

orange3
janezd
janezd commented Aug 28, 2021

What's your use case?
In other words, what's your pain point?

Variable names and their icons are shown as vertical header. This

  • is ugly,
  • doesn't show the selection properly,
  • doesn't allow sorting by variable names,
  • doesn't allow selection by dragging across a range of variables (though one can drag across rows in the table itself),
  • and possibly something else.

<img wi

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

  • Updated Sep 7, 2021
  • Python

Created by David Cournapeau

Released January 05, 2010

Latest release 16 days ago

Repository
scikit-learn/scikit-learn
Website
scikit-learn.org
Wikipedia
Wikipedia

Related Topics

python scikit