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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
askhade
askhade commented May 27, 2021

Bug Report

Is the issue related to model conversion? No

Describe the bug

DynamicQuantizeLinear function op does not have shape inference function defined. In absence of shape inference, function body is used to get the shape inference for the function op and although it works as a fallback option it hurts perf.

Expected behavior

Add shape inference function for DynamicQuan

jsignell
jsignell commented Nov 5, 2020

I just ran into an issue when trying to use to_csv with distributed workers that don't share a file system. I shouldn't have been surprised that writing to a local file system from a distributed worker doesn't work. It shouldn't work. But the error I got was just a File Not Found error. That brought me to:dask/dask#2656 (comment) - which was the answer.

featuretools
gsheni
gsheni commented May 27, 2021
  • As a user of Featuretools, I wish there was a utility function in Featuretools, which given a DataFrame, which provide me with a list of valid/applicable primitives.
  • For an EntitySet with a single DataFrame, this should be possible by looking at the typing information
  • For an EntitySet with multiple DataFrames, DFS can be called with features_only=True and the primitives used can be gene
onnxruntime
onlyonedaniel
onlyonedaniel commented Nov 18, 2020

Describe the bug
when axis has duplicate value , onnxruntime compute result is all same value ,which is different with expect of tensorflow

Urgency
2020.11.18

System information
Linux Ubuntu 16.04

  • ONNX Runtime installed from binary
  • ONNX Runtime version:1.4.0
  • Python version:3.5

Expected behavior
When there are duplicate values, the duplicate can be removed. j

sktime
angus924
angus924 commented Apr 15, 2021

Is your feature request related to a problem? Please describe.
NA

Describe the solution you'd like
I thought I'd ask first, before submitting a PR—@MatthewMiddlehurst because it's your code, @kachayev and @RavenRudi because you are working on related PRs—would it be helpful to add [MiniRocket](https://github.com/alan-turing-institute/sktime/blob/main/sktime/transformations/panel/rocke

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 May 21, 2021
  • Python
igel
nidhaloff
nidhaloff commented May 27, 2021

Hello everyone,

First of all, I want to take a moment to thank all contributors and people who supported this project in any way ;) you are awesome!

Due to my actual schedule, I'm very busy and I will not find much time to work fully (100%) on my open-source projects in the meantime.

I would like this project to continue improving, so I would be accepting maintainer(s) that would help mo

ksaur
ksaur commented Mar 5, 2021

In issue #422/#423, users brought up that it's not clear from the error messages that you must fit before convert for most models.

We suspect that with KNN we could maybe also work if the model is not trained, but in general (e.g., with RandomForests) this won't work.

We need help documenting this, and also generating proper error messages. (You can see an example of an unhelpful error mess

Created by David Cournapeau

Released January 05, 2010

Latest release about 1 month ago

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

Related Topics

python scikit