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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Jan 6, 2022 - Jupyter Notebook
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Jan 28, 2022 - TypeScript
Golang library for reading and writing Microsoft Excel™ (XLSX) files.
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Feb 4, 2022 - Go
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
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Feb 1, 2022 - Elixir
Umami is a simple, fast, website analytics alternative to Google Analytics.
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Feb 1, 2022 - JavaScript
Create HTML profiling reports from pandas DataFrame objects
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Feb 4, 2022 - 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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Jan 28, 2022 - HTML
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Jan 15, 2022 - Python
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
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Jan 25, 2022 - Python
Statistical Machine Intelligence & Learning Engine
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Feb 1, 2022 - Java
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
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Feb 5, 2022 - Go
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
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Oct 22, 2019 - Jupyter Notebook
A Python based monitoring and tracking tool for Plex Media Server.
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Feb 4, 2022 - Python
Machine learning, computer vision, statistics and general scientific computing for .NET
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Nov 18, 2020 - C#
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.
Curated list of Python resources for data science.
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Feb 4, 2022
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?
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
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Jan 18, 2022 - Java
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++
Java dataframe and visualization library
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Jan 21, 2022 - Java
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Feb 5, 2022 - JavaScript
Math.NET Numerics
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Feb 4, 2022 - C#
simple statistics for node & browser javascript
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Feb 1, 2022 - JavaScript
A Laravel package to retrieve pageviews and other data from Google Analytics
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Jan 19, 2022 - PHP
中国的Quant相关资源索引
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Feb 17, 2021
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 and have found a potential way to speed-up execution time while preserving the educational message