data-science
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Describe the issue linked to the documentation
Follows from #17387
Suggest a potential alternative/fix
Stop referencing preprocessing functions e.g. :
maxabs_scale
minmax_scale
normalize
quantile_transform
robust_scale
scale
power_transform
in the UG, and only add them e.g. in the "See Also" sections, or even just in the API ref.
In particular right now the first entr
This issue tracks Superset's migration from JavaScript to TypeScript (as started in SIP-36). If you'd like to help with the migration, feel free to take an unchecked directory and convert the files within the immediate directory from JavaScript/JSX to TypeScript/TSX. #9162 and #9180 provide some tips for performing the migration. Once com
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
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Aug 12, 2020 - Jupyter Notebook
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.
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Jul 24, 2020 - Python
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Sep 11, 2020 - Python
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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Aug 17, 2020 - Python
There are many places where we could make use of Pathlib.
Look for any places that uses with open(...) and ask yourself:
- is the argument a string ?
- would it make sens to make it a
Path(), - how far upstream in the code can I make it a Path.
Don't try to bite more than you can chew (or more than I can review), try to fix 1 place at a time.
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Aug 11, 2020
Describe your feature request
Currently, if you run
ray.wait([pg.ready()]), it prints the warning message that the ready task is infeasible. This is an expected behavior, so we should not print warning messages.
Impl Idea
- Have a magic number for pg.ready resources (for example, it always re
Currently you have to click on the devtools icon and then toggle errors button.
The "Python Machine Learning (1st edition)" book code repository and info resource
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Aug 10, 2020 - Jupyter Notebook
VIP cheatsheets for Stanford's CS 229 Machine Learning
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May 20, 2020
Summary
The following maps to https://twemoji.maxcdn.com/2/72x72/1f6f0-fe0f.png, which 404s.
st.beta_set_page_config(
page_icon="🛰️",
)
# yields
# <link rel="shortcut icon" href="https://twemoji.maxcdn.com/2/72x72/1f6f0-fe0f.png">As a result, the custom favicon does not load.
Steps to reproduce
See above.
Expected behavior:
I expect the `:sa
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
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Sep 8, 2020
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
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Jul 31, 2020
Deep learning library featuring a higher-level API for TensorFlow.
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May 10, 2020 - Python
A curated list of awesome big data frameworks, ressources and other awesomeness.
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Sep 11, 2020
Draft of the fastai book
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Sep 11, 2020 - Jupyter Notebook
more details at: allenai/allennlp#2264 (comment)
🚀 Feature
Create the metric MulticlassAUROC to allow for the AUROC metric to be used in multi-class problem settings. Or,
Expand the AUROC metric to support multi-class data, which would also directly solve this AUROC bug that instead gives a random value when used in multi-class problems: https://github.com/PyTorchLightning/
Best Practices on Recommendation Systems
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Sep 11, 2020 - Python
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
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Aug 18, 2020 - Jupyter Notebook
Statistical data visualization using matplotlib
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Sep 11, 2020 - Python
Is your feature request related to a problem or area of OpenRefine? Please describe.
When previewing an importer's results, there is a text field to enter the project name. When pressing Enter in this field, I would expect the project to be created (without having to click the "Create Project" button).


(e.g. for links and images), because some of these examples are now being rendered in the docs.
Added by @fchollet in requests for contributions.