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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Mar 15, 2022 - Jupyter Notebook
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
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Apr 7, 2022 - Go
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Apr 7, 2022 - TypeScript
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
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Apr 8, 2022 - Elixir
Umami is a simple, fast, privacy-focused alternative to Google Analytics.
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Apr 9, 2022 - JavaScript
Create HTML profiling reports from pandas DataFrame objects
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Apr 6, 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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Apr 8, 2022 - HTML
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
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Mar 18, 2022 - Python
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Mar 29, 2022 - Python
Statistical Machine Intelligence & Learning Engine
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Mar 22, 2022 - Java
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
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Feb 27, 2022 - Shell
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
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Mar 31, 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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Apr 9, 2022 - Python
Machine learning, computer vision, statistics and general scientific computing for .NET
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Nov 18, 2020 - C#
The currently implemented version of the horseshoe distribution is not the parameterization that most ML papers use. This limits the ease of use of this as, for example, a prior in a tfp.layers.KLDivergenceAddLoss or in tfp.layers.DenseReparameterization. The regularized horseshoe would also be useful as an implemented distribution.
The alternative parameterization is shown here:
https://www.
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?
Curated list of Python resources for data science.
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Apr 1, 2022
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
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Apr 7, 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++
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Apr 6, 2022 - JavaScript
For example, the data is (3.8,4.5,4.6,4.7,4.9)
while I'm using tech.tablesaw.aggregate.AggregateFunctions.percentile function, the 90th percentile is 4.9, however, if the percentile function supports linear interpolation, the 90th percentile should be 4.82, which is adopted by most other programming languages.
When we show data for a metric, we currently don't include the current day's worth of data. For users just getting set up, they may only have events from today, and want to test out if the query is working, and by excluding events from 'today', they can't see results.
TODO:
- In
packages/back-end/src/services/experiments.tson line329, instead of using the current date as the value
Math.NET Numerics
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Apr 9, 2022 - C#
simple statistics for node & browser javascript
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Apr 1, 2022 - JavaScript


See in #22547
We need to rep