Statistics
Statistics is a mathematical discipline concerned with developing and studying mathematical methods for collecting, analyzing, interpreting, and presenting large quantities of numerical data. Statistics is a highly interdisciplinary field of study with applications in fields such as physics, chemistry, life sciences, political science, and economics.
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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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Nov 7, 2021 - Jupyter Notebook
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Nov 3, 2021 - TypeScript
Golang library for reading and writing Microsoft Excel™ (XLSX) files.
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Nov 8, 2021 - Go
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
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Nov 9, 2021 - Elixir
Umami is a simple, fast, website analytics alternative to Google Analytics.
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Nov 8, 2021 - JavaScript
Create HTML profiling reports from pandas DataFrame objects
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Nov 9, 2021 - 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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Oct 12, 2021 - HTML
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Oct 11, 2021 - Python
Describe the issue linked to the documentation
In the section https://imbalanced-learn.org/stable/under_sampling.html#prototype-selection the selected subset S' should be a (strict) subset, not and element of S.
Suggest a potential alternative/fix
Change \in to \subset in doc/under_sampling.rst.
Statistical Machine Intelligence & Learning Engine
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Oct 20, 2021 - Java
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
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Aug 19, 2021 - Shell
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
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Oct 22, 2019 - Jupyter Notebook
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
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Nov 9, 2021 - Go
Machine learning, computer vision, statistics and general scientific computing for .NET
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Nov 18, 2020 - C#
A Python based monitoring and tracking tool for Plex Media Server.
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Nov 8, 2021 - Python
Are there any plans to add a Zero-Inflated Poisson (ZIP) and Zero-Inflated Negative Binomial (ZINB) to TFP? Those are usually very common distributions in other packages, and it shouldn't be hard to implement.
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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Jan 28, 2021 - C++
Curated list of Python resources for data science.
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Nov 9, 2021
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
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Nov 5, 2021 - Java
Since the default output is meant to be human-readable, would it make sense to add thousands separators to make the output more easily readable?
Java dataframe and visualization library
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Nov 3, 2021 - Java
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Nov 9, 2021 - JavaScript
simple statistics for node & browser javascript
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Nov 1, 2021 - JavaScript
Math.NET Numerics
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Nov 8, 2021 - C#
A Laravel package to retrieve pageviews and other data from Google Analytics
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Oct 28, 2021 - PHP
These examples take quite a long time to run, and they make our documentation CI fail quite frequently due to timeout. It'd be nice to speed the up a little bit.
To contributors: if you want to work on an example, first have a look at the example, and if you think you're comfortable working on it, please mention which one you're working on.