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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Sep 17, 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 18, 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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Sep 16, 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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Sep 15, 2020
Describe your feature request
Currently, you cannot request a static set of mixed node types in the autoscaler; it can only respond dynamically to load. It would be nice to be able to support this feature.
Currently you have to click on the devtools icon and then toggle errors button.
The usage example in the word2vec.py doc-comment regarding KeyedVectors uses inconsistent paths and thus doesn't work.
If vectors were saved to a tm
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
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
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
The fastai book, published as Jupyter Notebooks
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Sep 13, 2020 - Jupyter Notebook
A curated list of awesome big data frameworks, ressources and other awesomeness.
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Sep 17, 2020
more details at: allenai/allennlp#2264 (comment)
🚀 Feature
Enable training purely based on number of iterations instead of epochs
Motivation
This can be useful for certain training runs. Without this feature, the user must set an unreachably high value for max_epochs and set max_steps to the desired iteration count. With this setup, the trainer will break from the training loop based on max_steps since we'd never reach `max_e
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 17, 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.