statistics
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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
Your new Mentor for Data Science E-Learning.
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Aug 29, 2020 - Jupyter Notebook
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Aug 29, 2020 - TypeScript
Create HTML profiling reports from pandas DataFrame objects
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Aug 27, 2020 - Jupyter Notebook
Collection of follow-ups to #5827. These can/should be broken out into individual PRs. Many are relatively straightforward and would make a good first PR.
General
- Documentation (none was added in original PR).
- Release notes.
- Example notebook.
- Double-check how
sm.tsa.arima.ARIMAworks withfix_params(it should fail except when the fit method isstatespace
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Aug 9, 2020 - HTML
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Aug 12, 2020 - Python
Statistical Machine Intelligence & Learning Engine
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Aug 29, 2020 - Java
Improve examples such that they are more incremental (in the import etc) without following strictly PEP8. It will make it nicer to read on the gallery generated online.
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
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Oct 22, 2019 - Jupyter Notebook
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
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Aug 25, 2020 - Shell
Machine learning, computer vision, statistics and general scientific computing for .NET
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Jul 24, 2020 - C#
A Python based monitoring and tracking tool for Plex Media Server.
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Aug 29, 2020 - Python
This should just be a matter of accepting a dict named line_search_kwargs or such and passing it through to the actual line search.
This was a feature request that came out of discussing #1034.
Umami is a simple, fast, website analytics alternative to Google Analytics.
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Aug 29, 2020 - JavaScript
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
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Jul 6, 2020 - C++
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
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Aug 28, 2020 - C
simple statistics for node & browser javascript
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Aug 28, 2020 - JavaScript
Curated list of Python resources for data science.
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Aug 26, 2020
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Aug 29, 2020 - JavaScript
- "Conclusion" section of "Getting started with Tablesaw" page contains broken link to "Java Docs".
https://jtablesaw.github.io/tablesaw/gettingstarted#conclusion - "Exploring tables" section of "Getting started with Tablesaw" page contains broken link to "plotting".
https://jtablesaw.github.io/tablesaw/gettingstarted.html#exploring-tables
Math.NET Numerics
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Aug 27, 2020 - C#
A Laravel package to retrieve pageviews and other data from Google Analytics
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Jun 26, 2020 - PHP
中国的Quant相关资源索引
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May 14, 2020
I found several useful applications of pseudo-random number sampling in the past. In particular:
- Inverse transform sampling
- Gibbs sampling
(This issue serves a reminder to add the respective methods. Pull requests always welcome.)
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Feb 1, 2020 - Python
A well tested and comprehensive Golang statistics library package with no dependencies.
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Feb 18, 2020 - Go
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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