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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

TomAugspurger
TomAugspurger commented Aug 25, 2021

dask.data

In [12]: import dask.dataframe as dd, pandas as pd

In [13]: df = dd.from_pandas(pd.DataFrame({"A": [1, 2]}), npartitions=1)

In [14]: df.head()
/home/taugspurger/miniconda3/envs/stac-table/lib/python3.9/site-packages/dask/dataframe/core.py:6778: UserWarning: Insufficient elements for `head`. 5 elements requested, only 2 elements available. Try passing larger `npartiti
eddiebergman
eddiebergman commented Jul 29, 2021

Building the doc fails for example 40_advanced/example_single_configurations on the current development branch

Logs here

...
generating gallery for examples/40_advanced... [ 50%] example_debug_logging.py

Warning, treated as error:
/home/runner/work/auto-sklearn/auto-sklearn/examples/40_advanced/example_single_configu
sktime
fkiraly
fkiraly commented Sep 9, 2021

In tags, all dashes should be replaced by underscores.

The reason is that in a vanilla call to set_tags, one would write set_tags(tag_name=tag_value), but this will break if tag_name has a symbol in it that is not permitted in a python variable name (for instance, a dash).

For each tag, the changes need to be done:

  • in registry/_tags
  • all estimators where it is set
  • any other
igel
nidhaloff
nidhaloff commented Aug 22, 2021

Description

We want to add support for RNNs. I will let this issue open for people who want to contribute to this project.
My suggestion would be just to write RNN (or any other RNN-like model) in the algorithm field in order to use an RNN model. Here is an example to illustrate what I mean:

model:
     type: classification
     algorithm: RNN
    .
    . 

**If you a

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 5 months ago

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

Related Topics

python scikit