https://github.com/kmario23/deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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Last synced: 25 Mar 2025

https://github.com/ahmedbahaaeldin/from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

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Last synced: 26 Mar 2025

https://github.com/ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

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Last synced: 16 Apr 2025

https://github.com/jonkrohn/ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

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Last synced: 13 May 2025

https://github.com/jonkrohn/ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

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Last synced: 06 May 2025

https://github.com/moataz-elmesmary/data-science-roadmap

Data Science Roadmap from A to Z

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Last synced: 14 May 2025

https://github.com/Moataz-Elmesmary/Data-Science-Roadmap

Data Science Roadmap from A to Z

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Last synced: 25 Mar 2025

https://github.com/markrogoyski/math-php

Powerful 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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Last synced: 10 May 2025

https://github.com/mavam/stat-cookbook

:orange_book: The probability and statistics cookbook

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Last synced: 15 May 2025

https://github.com/orico/www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

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Last synced: 28 Jan 2026

https://github.com/graykode/distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

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Last synced: 16 May 2025

https://github.com/tirthajyoti/Stats-Maths-with-Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

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Last synced: 01 May 2025

https://github.com/tirthajyoti/stats-maths-with-python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

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Last synced: 12 Apr 2025

https://github.com/cosmicmind/algorithm

Algorithm is a library of tools that is used to create intelligent applications.

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Last synced: 04 Apr 2025

https://github.com/CosmicMind/Algorithm

Algorithm is a library of tools that is used to create intelligent applications.

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Last synced: 06 Aug 2025

https://github.com/unpingco/Python-for-Probability-Statistics-and-Machine-Learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

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Last synced: 10 Apr 2025

https://github.com/unpingco/python-for-probability-statistics-and-machine-learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

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Last synced: 12 Apr 2025

https://github.com/ewenwan/mathematics

数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合

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Last synced: 04 Apr 2025

https://github.com/shervinea/stanford-cme-106-probability-and-statistics

VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers

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Last synced: 26 Jan 2026

https://github.com/hrnbot/Basic-Mathematics-for-Machine-Learning

The 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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Last synced: 26 Apr 2025

https://github.com/greyhatguy007/mathematics-for-machine-learning-and-data-science-specialization-coursera

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

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Last synced: 04 Apr 2025

https://github.com/kamenbliznashki/normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

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Last synced: 13 Mar 2025

https://github.com/kthohr/stats

A C++ header-only library of statistical distribution functions.

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Last synced: 05 Apr 2025

https://github.com/crflynn/stochastic

Generate realizations of stochastic processes in python.

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Last synced: 16 May 2025

https://github.com/wiseaidev/rust-data-analysis

Rust for data analysis encyclopedia (WIP).

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Last synced: 16 May 2026

https://github.com/JuliaMath/MeasureTheory.jl

"Distributions" that might not add to one.

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Last synced: 29 Mar 2025

https://github.com/storopoli/Bayesian-Statistics

Bayesian statistics graduate course

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Last synced: 09 Oct 2025

https://github.com/storopoli/bayesian-statistics

Bayesian statistics graduate course

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Last synced: 26 Jan 2026

https://github.com/vc1492a/PyNomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

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Last synced: 19 Jul 2025

https://github.com/vc1492a/pynomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

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Last synced: 15 May 2025

https://github.com/simonepri/lm-scorer

📃Language Model based sentences scoring library

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Last synced: 13 Jul 2025

https://github.com/SURGroup/UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

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Last synced: 14 Mar 2025

https://github.com/thomasahle/tensorgrad

Machine Learning with Symbolic Tensors

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Last synced: 08 Apr 2025

https://github.com/theonlyNischal/Ultimate-Notes-Books-Resources-for-NCIT

Curated list of notes, books and other resources for the student of Nepal College of Information and Technology(NCIT) - Pokhara University, Nepal

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Last synced: 14 Apr 2025

https://github.com/theonlynischal/ultimate-notes-books-resources-for-ncit

Curated list of notes, books and other resources for the student of Nepal College of Information and Technology(NCIT) - Pokhara University, Nepal

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Last synced: 07 Apr 2025

https://github.com/probabilists/zuko

Normalizing flows in PyTorch

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Last synced: 14 Dec 2025

https://github.com/daleroberts/math-finance-cheat-sheet

Mathematical finance cheat sheet.

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Last synced: 31 Jan 2026

https://github.com/milaan9/DataScience_Interview_Questions

My Solutions to 120 commonly asked data science interview questions.

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Last synced: 05 May 2025

https://github.com/milaan9/datascience_interview_questions

My Solutions to 120 commonly asked data science interview questions.

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Last synced: 08 Oct 2025

https://github.com/aaaastark/data-scientist-books

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

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Last synced: 03 Apr 2025

https://github.com/spamegg1/math-for-cs-solutions

Solutions to In-Class questions, Problem Sets and Exams of MIT Mathematics for Computer Science 2015 (same as 2019 Open Learning Library)

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Last synced: 02 Jan 2026

https://github.com/pegah-ardehkhani/statistics-and-probability-in-python

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

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Last synced: 05 Apr 2025

https://github.com/podgorskiy/gpnd

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

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Last synced: 16 Sep 2025

https://github.com/flavioschneider/ethzcheatsheets

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Last synced: 07 Feb 2026

https://github.com/ayazhafiz/xorf

Xor filters - efficient probabilistic hashsets. Faster and smaller than bloom and cuckoo filters.

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Last synced: 12 Apr 2025

https://github.com/spamegg1/epp-discrete-math-5th-solutions

Solutions to Susanna Epp's Discrete Mathematics book, 5th Edition

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Last synced: 12 Feb 2026

https://github.com/xxxnell/flex

Probabilistic deep learning for data streams.

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Last synced: 14 Jan 2026

https://github.com/verse-lab/ceramist

Verified hash-based AMQ structures in Coq

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Last synced: 22 Feb 2026

https://github.com/quantgirluk/aleatory

📦 Python library for Stochastic Processes Simulation and Visualisation

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Last synced: 01 May 2025

https://github.com/adijo/data-science-prep

Problems from https://datascienceprep.com/

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Last synced: 14 Apr 2025

https://github.com/wyattowalsh/data-science-notes

Open-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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Last synced: 18 Jan 2026

https://github.com/barrust/pyprobables

Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.html

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Last synced: 09 Apr 2025

https://github.com/probabilists/lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

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Last synced: 09 Apr 2025

https://github.com/amirabbasasadi/mathematics-computerscience-courses

A collection of awesome mathematics and computer science courses

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Last synced: 05 Oct 2025

https://github.com/weijie-chen/basic-statistics-with-python

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

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Last synced: 14 Aug 2025

https://github.com/stepelu/ptstat

Probabilistic Programming and Statistical Inference in PyTorch

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Last synced: 15 Feb 2026

https://github.com/juliadynamics/complexitymeasures.jl

Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems

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Last synced: 02 Apr 2026

https://github.com/kddubey/cappr

Completion After Prompt Probability. Make your LLM make a choice

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Last synced: 05 Apr 2025

https://github.com/montanaz0r/bayesian-statistics-the-fun-way

Solutions and workflow for the Bayesian Statistics The Fun Way book in Python

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Last synced: 25 Jun 2025

https://github.com/affeldt-aist/infotheo

A Coq formalization of information theory and linear error-correcting codes

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Last synced: 05 May 2025

https://github.com/fergm/fattails

Code and Notes for fat-tailed statistics.

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Last synced: 05 Apr 2025

https://github.com/eggplantbren/dnest4

Diffusive Nested Sampling

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Last synced: 04 Apr 2025

https://github.com/aesara-devs/aeppl

Tools for an Aesara-based PPL.

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Last synced: 27 Oct 2025

https://github.com/twolodzko/extradistr

Additional univariate and multivariate distributions

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Last synced: 09 Apr 2025

https://github.com/argmaxml/conjugate_prior

Implementation of the conjugate prior table for Bayesian Statistics

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Last synced: 11 Oct 2025

https://github.com/stainless-steel/probability

Probability-theory toolbox

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Last synced: 07 Apr 2025

https://github.com/winkjs/wink-statistics

Fast & numerically stable statistical analysis

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Last synced: 25 Jul 2025

https://github.com/ninetailsrabbit/lootie

Portable loot table for Godot class that facilitates generating random loot based on specified items and their associated probabilities.

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Last synced: 22 Apr 2025

https://github.com/HighDiceRoller/icepool

Python dice probability package.

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Last synced: 08 May 2025

https://github.com/highdiceroller/icepool

Python dice probability package.

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Last synced: 27 Dec 2025

https://github.com/alexhallam/tablespoon

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

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Last synced: 12 Apr 2025

https://github.com/ndsvw/fluent-random-picker

Fluent Random Picker is a nice, performant, fluent way to pick random values. Probabilities can be specified, values can be weighted.

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Last synced: 05 Apr 2025

https://github.com/lastancientone/mathematics_for_machine_learning

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

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Last synced: 11 Aug 2025

https://github.com/mynl/aggregate

Tools for creating and working with aggregate probability distributions.

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Last synced: 10 Apr 2025

https://github.com/andreacasalino/easy-factor-graph

General purpose C++ library for managing discrete factor graphs

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Last synced: 04 Oct 2025

https://github.com/spsanderson/TidyDensity

Create tidy probability/density tibbles and plots of randomly generated and empirical data.

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Last synced: 30 Jul 2025

https://github.com/chalmerlowe/stats_and_probability

Tutorial on statistics and probability

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Last synced: 11 Aug 2025

https://github.com/zhuozhiyongde/probability-theory-and-statistics-2024fall-pku

北京大学 2024 年秋季学期信息中的概率统计（信概统）课程作业、笔记、试题。

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Last synced: 14 Feb 2026

https://github.com/spsanderson/tidydensity

Create tidy probability/density tibbles and plots of randomly generated and empirical data.

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Last synced: 09 May 2025

https://github.com/unbalancedparentheses/the_bayes_way

📚 The Bayes Way 🎓

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Last synced: 08 Oct 2025

https://github.com/weijie-chen/probability_theory

A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

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Last synced: 01 May 2025

https://github.com/pat-s/oddsratio

Simplified odds ratio calculation of binomial GAM/GLM models

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Last synced: 13 Apr 2025

https://github.com/williamjameshandley/spherical_kde

Kernel density estimation on a sphere

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Last synced: 19 Apr 2025

https://github.com/cookpete/soccer-predictor

A JS library that predicts soccer match outcomes using basic mathematics

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Last synced: 30 Jul 2025

https://github.com/sepandhaghighi/penney

Penney's Game

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Last synced: 30 Apr 2025

https://github.com/suncube/Probability-bonus

Probability bonus for daily rewards Unity

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Last synced: 25 Apr 2025

https://github.com/rocq-community/alea

Coq library for reasoning on randomized algorithms [maintainers=@anton-trunov,@volodeyka]

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Last synced: 08 Apr 2026

https://github.com/roatienza/ml

Foundations of Machine Learning Course Materials.

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Last synced: 02 Sep 2025

https://github.com/andergray/probabilityboundsanalysis.jl

Probability bounds analysis in Julia

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Last synced: 09 Apr 2025

https://github.com/renatogeh/gospn

A free, open-source inference and learning library for Sum-Product Networks (SPN)

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Last synced: 23 Mar 2025

https://github.com/Palfore/OSRSmath

Mathematical modeling and optimization of the game Old School Runescape.

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Last synced: 04 Oct 2025

https://github.com/jmshea/foundations-of-data-science-with-python

Interactive flashcards and quizzes, as well as additional tutorials, animations, and code, for "Foundations of Data Science with Python" by John M. Shea

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Last synced: 13 Apr 2025

https://github.com/statsim/app

StatSim. Bayesian inference and statistical simulations in the browser

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Last synced: 28 Oct 2025

https://github.com/girafe-ai/msai-statistics

Open Statistics and Probability Theory course

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Last synced: 10 Apr 2025

https://github.com/amirhakimnejad/histogram-filter-for-robot-localization

A Python implementation of robot global localization in any 2-dimensional football field using histogram filter.

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Last synced: 03 Nov 2025

https://github.com/sadrasabouri/pyrandwalk

:walking:Python Library for Random Walks

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Last synced: 16 Mar 2025

https://github.com/devinterview-io/probability-interview-questions

🟣 Probability interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

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Last synced: 12 Feb 2026

https://github.com/palfore/osrsmath

Mathematical modeling and optimization of the game Old School Runescape.

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Last synced: 18 Sep 2025

https://github.com/sitegui/cent-patates

Using TensorFlow to win 65 time more in the French lottery. A TensorFlow 2.0 tutorial with some nice combinatorics and a get-rich-quick click-bait title

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Last synced: 15 Apr 2025

https://github.com/juliastats/rmath.jl

Archive of functions that emulate R's d-p-q-r functions for probability distributions

julia probability r-language

Last synced: 13 Jun 2025