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ethz cs summariesSummaries / Cheat Sheets created at ETH Zurich BsC Computer Science & MsC Data Science
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PyImpetusPyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features
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Probability TheoryA quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.
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Stats Maths With PythonGeneral statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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FlexProbabilistic deep learning for data streams.
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Awesome-Math-Learning📜 Collection of the most awesome Math learning resources in the form of notes, videos and cheatsheets.
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Quant NotesQuantitative Interview Preparation Guide, updated version here ==>
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Basic Mathematics For Machine LearningThe motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
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data-science-notesOpen-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)
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StatsA C++ header-only library of statistical distribution functions.
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PtstatProbabilistic Programming and Statistical Inference in PyTorch
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Math PhpPowerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
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Contributions Importer For GithubThis tool helps users to import contributions to GitHub from private git repositories, or from public repositories that are not hosted in GitHub.
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NumerixA collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning
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Tidyversity🎓 Tidy tools for academics
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Uncommons MathsRandom number generators, probability distributions, combinatorics and statistics for Java.
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PyfluxOpen source time series library for Python
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Densenet Sdrrepo that holds code for improving on dropout using Stochastic Delta Rule
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Hephep is the mono repository holding all of go-hep.org/x/hep packages and tools
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Uncertainty MetricsAn easy-to-use interface for measuring uncertainty and robustness.
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EitenStatistical and Algorithmic Investing Strategies for Everyone
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PgmpyPython Library for learning (Structure and Parameter) and inference (Probabilistic and Causal) in Bayesian Networks.
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Stability Selectionscikit-learn compatible implementation of stability selection.
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Criterion.rsStatistics-driven benchmarking library for Rust
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Book This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.
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Whylogs JavaProfile and monitor your ML data pipeline end-to-end
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Lru Cache💫 A feature complete LRU cache implementation in C++
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PandocsThe infamous Pan Docs historical document: the single, most comprehensive Game Boy technical reference.
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Cheats.rsRust Language Cheat Sheet - https://cheats.rs
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McaMultiple correspondence analysis
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TableoneR package to create "Table 1", description of baseline characteristics with or without propensity score weighting
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Gameday apiA Ruby API for using the Major League Baseball Gameday statistics data. MLB provides very deep statistics for all major league baseball games through Gameday. Statistics include not only the typical boxscore stats, but also down to the physics of every single pitch thrown in the game. You can find the speed, movement, and position of every pitch thrown. The Gameday API makes it easy for Ruby developers to work with all this statistical information. The test directory included with the source code contains many examples of how the API can be used. If you prefer to use SVN, the gameday_api is also available via an SVN repository at: http://code.google.com/p/gamedayapi/ If you like this project, be sure to also check out the Baseball-Tracker project also hosted on GitHub. Baseball-Tracker is a web application that uses the gameday_api. You can find a hosted version of Baseball Tracker at http://baseballstatz.heroku.com
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Stanford Cs229Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng
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