unpingco/Python-for-Probability-Statistics-and-Machine-Learning

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

Language: Jupyter Notebook - Size: 8.55 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 771 - Forks: 298

sjchoi86/bayes-nn

Lecture notes on Bayesian deep learning

Size: 22 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 483 - Forks: 112

wiseaidev/rust-data-analysis

Rust for data analysis encyclopedia (WIP).

Language: Jupyter Notebook - Size: 376 KB - Last synced at: 22 days ago - Pushed at: 9 months ago - Stars: 406 - Forks: 40

TuringLang/DynamicPPL.jl

Implementation of domain-specific language (DSL) for dynamic probabilistic programming

Language: Julia - Size: 4.29 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 209 - Forks: 31

Pegah-Ardehkhani/Statistics-and-Probability-in-Python

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

Language: Jupyter Notebook - Size: 6.66 MB - Last synced at: 22 days ago - Pushed at: about 1 month ago - Stars: 139 - Forks: 37

DataForScience/Probability

Applied Probability Theory for Everyone

Language: Jupyter Notebook - Size: 152 MB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 110 - Forks: 54

fifthist/Introduction-To-Probability-Blitzstein-Solutions

Unofficial solutions for Introduction to Probability, Second Edition by Joseph Blitzstein and Jessica Hwang.

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Yoget/Tongji-University-Advanced-Mathematics

考研数学同济高等数学第七版线性代数浙大概率论

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astralord/RandLib

:rocket: A library designed to facilitate work with probability, statistics and stochastic calculus

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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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alex-sokolov2011/ds_interview_prep_resources

Comprehensive resources for data science interview preparation: assignments, math problems, logic tasks, live coding examples, and leetcode breakdowns.

Language: Jupyter Notebook - Size: 42.3 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 36 - Forks: 1

MattWillFlood/EntropyHub.jl

An open-source toolkit for entropic data analysis

Language: Julia - Size: 2.18 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 2

AbdeltwabMF/anthology-of-algorithms-and-data-structures

Common Code for Competitive Programming in C++

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RobotMa/axxb_calibration

A Comprehensive AX = XB Calibration Solvers in Matlab

Language: C - Size: 220 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 24 - Forks: 7

worthant/Higher-Mathematics

:notebook_with_decorative_cover: This repository is for storing my Higher Mathematics learning journey

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jekyllstein/Reinforcement-Learning-Sutton-Barto-Exercise-Solutions

Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto

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alexanderknop/I2DM

The lecture notes for my discrete mathematics classes.

Language: TeX - Size: 56.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 5

MathWorks-Teaching-Resources/Probability-Theory

A courseware module that covers the fundamental concepts in probability theory and their implications in data science. Topics include probability, random variables, and Bayes' Theorem.

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Eryc123Y/Math-for-Computer-Science

A math resource for CS student

Language: TeX - Size: 954 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

arasgungore/central-limit-theorem

A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.

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tomsch420/random-events

Clean Random Events for Probabilistic Reasoning in Python

Language: Python - Size: 1.92 MB - Last synced at: about 13 hours ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 2

jadnohra/tag_export

An export of my digital library (Mathematics, Logic, Physics, Numerical Analysis, Machine Learning, Computer Science)

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safouaneelg/copulasimilarity

Official implementation of the paper: "CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment"

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jorenham/hall

Probability and statistics in pure python with intuitive syntax

Language: Python - Size: 1.16 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

GZHoffie/VE401-recitation-class

Interactive Mathematica notebooks illustrating the course content of VE401, Probabilistic Methods in Engineering at UM-SJTU Joint Institute.

Language: Mathematica - Size: 57.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

jasont14/SlotMachine

Probability Calculations with Random Numbers via Slot Machine Spin Simulation. Includes Probability Table and Results. Console App C#.

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dewhitee/stathelpers

Helpers for statistics and probability theory.

Language: Python - Size: 75.2 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0

idnavid/misc

Language: Jupyter Notebook - Size: 1.91 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 1

pateld1/Course-Notes-in-Tex-CUNY-QC

Course notes from several math and computer science courses from CUNY Queens College.

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dschmitz89/spherical_stats

Spherical statistics in Python

Language: Python - Size: 717 KB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

biggzlar/plausible-uncertainties

Methods used in the paper "Plausible Uncertainties for Human Pose Regression".

Language: Python - Size: 218 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

quasar-chunawala/calculus_based_probability

Topics in Probability Theory and Stochastic Processes

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nikiandr/prob_notes

Lecture notes on Probability theory course (in Ukrainian)

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pglpm/inferno

R-package development for "Bayesian nonparametric inference". In other words, just the direct application of probability theory to get the most general, principled, model-free inference we can have.

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luizmugnaini/deep-dive

Extensive learning notes on mathematics

Language: TeX - Size: 4.54 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

tomsch420/fglib2

Clean Factor Graphs in Python

Language: Python - Size: 143 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

paulchen2713/NTHU-Stochastic_Process_2022

CS 5291 Stochastic Process for Networking 2022 Course Materials

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BDFD-LearningGround/Coursera_Data-Science-Math-Skills

Quizzes & Assignment Solutions for Data Science Math Skills on Coursera. Also included a few resources on side that I found helpful.

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GZHoffie/independence-in-streams

This repository contains code for identifying correlation in a stream of samples. The sketching of sketches algorithm and the counter matrix algorithm are implemented and benchmarked.

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pglpm/ADA511

Material for course ADA511 at HVL

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DALEE9000/Solutions-to-Introductory-Probability-and-Statistical-Applications-2nd-ed.-Paul-L.-Meyer

My solutions to Paul L. Meyer's "Introductory Probability and Statistical Applications, 2nd ed.", ISBN 0-201-04710-1.

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medasmarathon/Probnode

Probability expression representation and calculation library

Language: Python - Size: 233 KB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

kirillzx/Math-projects

★Math researches and algorithms★

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sbrow/prob

Tools for computing combinatorics and solving probabilistic systems.

Language: Go - Size: 89.8 KB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

bnriiitb/applied_machine_learning_course

Applied Machine Learning Course

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zheguang/macau

Investigating the Effect of the Multiple Comparison Problem in Visual Analysis, CHI 2018

Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 0

betacord/SpamClassifier

Binary spam classifier in e-mails. It is based on the classification of text using a Naive Bayesian Classifier. The algorithm was written in R.

Language: R - Size: 14.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 1

kgourgou/concentration-information-bounds

Showcasing the computation of the concentration-information bounds for the bias of an observable.

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rajvi-patel-22/Thalassemia-Probability-Project

Thalessemia cannot be completely stopped or controlled, but we can predict at which generation the thalassemia genotype becomes minor and is not severe.

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MasterCruelty/StatisticStuffs

A bunch of statistic stuffs in LaTeX and Jupyter.

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tokKurumi/Sample-and-how-it-is-presented

A simple Windows application for working with statistical and variational series.

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mrcaique/ufsc-ine5430

Artificial Intelligence

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shoaibrayeen/R

This repository contains statistical programs programmed in R.

Language: R - Size: 116 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 3

stoverc/Slots

A collection of slots-related code (initially in Python3, but perhaps more later)

Language: Python - Size: 3.91 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

vanJker/cs70-fa21

UC Berkeley CS70: Discrete Mathematics and Probability Theory, Fall 2021

Size: 14.3 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

caldaibis/probability-updating-games-marl

Multi-agent reinforcement learning (MARL) for relaxed probability updating games. This repository corresponds to the master thesis project "Investigating relaxed probability updating games" by Collin Aldaibis

Language: Python - Size: 142 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

CFMTech/Optimal_cleaning_for_singular_values_of_cross-covariance_matrices

Python scripts from paper Optimal cleaning for singular values of cross-covariance matrices, by Florent Benaych-Georges, Jean-Philippe Bouchaud, Marc Potters (see https://arxiv.org/abs/1901.05543)

Language: Python - Size: 43 KB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 4

DEADSEC-SECURITY/Dice-Roler 📦

This script rolls 2 dices at the same time to check wats the probability of each number coming out !

Language: Python - Size: 18.6 KB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

Freakwill/Find-Girlfriend

👧find a girlfriend

Language: Python - Size: 101 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

polytechnic-templates/iamm-probability-theory-lectures

Конспект по теории вероятностей по лекциям 3-го курса ИПММ

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DhimanSarkar/Monty-Hall-Problem

Experimental Verification of Monty Hall Problem

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TanselArif-21/GamblersRuin

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gabsens/TDProba

Proposition de correction des exercices du TD de probabilités de 1A de l'ENSAE.

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livankrekh/R_PythonCourseKNU

Shevchenko University "Python and R programming languages" course

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Helga-Helga/StochasticProcesses

Exercise solution to Stochastic Processes course

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Helga-Helga/ProbabilityTheory

Exercise solution to the Probability Theory course

Language: TeX - Size: 178 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

ZaninV3/PT_n_MS

Теория вероятности и математическая статистика

Language: Python - Size: 15.6 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

praisetompane/mathematics

An attempt at unpacking mathematics and how it is created/discovered in layman's terms.

Language: Python - Size: 1.15 MB - Last synced at: 10 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

mr-Vozhyk/Certificates

Сертификаты об обучении и подтверждении уровней владения навыками

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AndreiB137/Diffusion_Vision_Transformer-Implementation

Language: Python - Size: 10.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Daniel-Sinkin/Research-and-Development

My personal notes for learning about programming and math (in particular statistics). So far it's mostly just my solutions to book exercises, maybe I'll write up some things later on. This repo consists of my studying after leaving university, I won't upload the notes from before that.

Language: Jupyter Notebook - Size: 176 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Playmen998/Probability_problems_Bootstrapping

Probability problems Bootstrapping

Language: Jupyter Notebook - Size: 30.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

chemoelectric/eprb_signal_correlations

Derivation, entirely by probability theory, of the correlation coefficient for a two-channel Bell test, with simulation in Ada and other languages. The Nobel Committee for Physics has banned this program. (Mirrored at https://eprb-signal-correlations.sf.net)

Language: Python - Size: 4.13 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

hal9000universe/ko

information & probability

Language: Rust - Size: 18.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ThoranTschoepe/FinancialMathmaticsNotebooks

Financial Mathmatics Concepts with theory & visualizations

Language: Jupyter Notebook - Size: 4.38 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

dmatsanganis/Android_The_Birthday_Problem

In probability theory, the birthday problem concerns the probability that, in a set of n randomly chosen people, some pair of them will have the same birthday. By the pigeonhole principle, the probability reaches 100% when the number of people reaches 366 (since there are 365 possible birthdays, excluding February 29th). It would seem that we would need 183 people (half of 365) to reach a 50% probability. However, 99% probability is reached with just 57 people and 50% probability with just 23 people. These conclusions are based on the assumption that each day of the year (except February 29) is equally probable for a birthday.

Language: Java - Size: 2.48 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

FernandoSchett/bayesian_classifier

Jupyter Notebook featuring hands-on exercises centered around Bayesian networks and Bayesian classifiers.

Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

modirshanechi/medium_notes

This repository is made for sharing the codes I write for my notes in my medium account.

Language: Jupyter Notebook - Size: 4.93 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

oelin/d3s

Your daily dose of data science 🧠.

Language: Python - Size: 106 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

64bitpandas/cs70-notes 📦

Guidebook for CS70, Discrete Math and Probability Theory at Berkeley

Size: 3.75 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

mo-mo-666/stochastic-processes

Exhibition of a variety of stochastic processes

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university-subject/Mathematic

Notes about math 數學筆記

Size: 135 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

muxih4ck/Examinations

木犀后台组机试题

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Proenchen/wt-zusammenfassung

Summary of the "Wahrscheinlichkeitstheorie und Statistik" lecture, hold in WS2021/22 at KIT

Language: TeX - Size: 4.33 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

EmmaMuhleman1/EmmaMuhleman.github.io

Basic github website, see https://EmmaMuhleman1.github.io. Will add some repositories from my working github account when I have time.

Language: Jupyter Notebook - Size: 194 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

nehakalbande/neha_probability_distribution

Gaussian and Binomial distributions Python Package for Machine Learning and Data Science

Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Mr-S-Mirzoev/Data-Science

Solution for Yandex Contest 2021

Language: Jupyter Notebook - Size: 52.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

YHx07/mipt.diht.probability Fork of AShepelevv/mipt.diht.probability-lectures

Теория вероятностей 4 семестр

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WilliamLu1999/Trace-Reconstruction

Trace reconstruction research project. Recreate broken messages.

Language: Python - Size: 635 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

RocqJones/distributions_gauss_bi

Gaussian and Binomial distributions Python Package for Machine Learning and Data Science

Language: Python - Size: 627 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

Keith-Tachibana/Machine_Learning_Income_Predictor

Final project for UCI's CS 273P Machine Learning and Data Mining class that uses machine learning to analyze a data set and predict a person's income

Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

bhagya-gundal/Machine-Learning

This repository consists of various Machine Learning projects which includes algorithms like Regression, Classification and Clustering

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

crodriguez1a/ml-curriculum

A personal collection of ML notes and resources

Size: 813 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

SalemAmeen/Probability-theory

This course covers topics such as overview of sets, counting principles, probability, conditional probability and Bayes’ Rule, discrete Random Variables, continuous Random Variables, Bayesian inference, central limit theorem, regression and Markov Chains

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 2

BaseMax/AnalyzeCombine

Analyze the combine with and without the repetition. (SOON)

Language: PHP - Size: 25.4 KB - Last synced at: 3 days ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

bornabesic/deep-learning-exercises

Exercise solutions for Foundations of Deep Learning course @ Albert-Ludwigs-Universität, Freiburg

Language: Jupyter Notebook - Size: 26.6 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

ardier16/statistics-labs

Probability and statistics course's labs

Language: C# - Size: 1.9 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

BasicProbability/Exercises

Exercises for the courses Basic Probability: Theory and Basic Probability: Programming, taught at the University of Amsterdam.

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garciparedes/probability-ordered-distribution

Language: TeX - Size: 519 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

garciparedes/probability-marginal-distribution-2d-vector

Language: TeX - Size: 264 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0