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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

raybellwaves
raybellwaves commented Sep 2, 2021

I'm hoping to get an idea of the memory size of a dask.dataframe once I call .compute() on it

My current approach is

import dask.dataframe as dd
from dask.utils import format_bytes

ddf = dd.demo.make_timeseries(
    start="2000-01-01",
    end="2000-01-02",
    dtypes={"x": float, "y": float, "id": int},
    freq="10ms",
    partition_freq="24h",
)

format_bytes(ddf.memory_u
featuretools
thehomebrewnerd
thehomebrewnerd commented Sep 20, 2021

The integration of Woodwork resulted in three lines in the EntitySet.__eq__ method that were previously covered by tests, now being uncovered. We should update the equality tests to make sure all conditions are properly covered by tests.

The conditions that are not covered are shown below:
![image.png](https://images.zenhubusercontent.com/5da89a3c8b7bd200019886b7/dbbaa7d5-9c2d-4b29-acbf-a0461af

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
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 4 days ago

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

Related Topics

python scikit