GitHub topics: poisson-distribution

Repositories

sabato-nocera/distribuzione-di-poisson

📊📉 Studio della variabile aleatoria di Poisson

Language: R - Size: 12.7 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 3 - Forks: 0

SciML/PoissonRandom.jl

Fast Poisson Random Numbers in pure Julia for scientific machine learning (SciML)

Language: Julia - Size: 924 KB - Last synced at: 2 days ago - Pushed at: 4 days ago - Stars: 18 - Forks: 6

abstractmachines/r-stats-probability

RStudio projects - and theory - for probability and statistics

Language: R - Size: 445 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

A comprehensive bundle of utilities for the estimation of probability of informed trading models: original PIN in Easley and O'Hara (1992) and Easley et al. (1996); Multilayer PIN (MPIN) in Ersan (2016); Adjusted PIN (AdjPIN) in Duarte and Young (2009); and volume-synchronized PIN (VPIN) in Easley et al. (2011, 2012). Implementations of various estimation methods suggested in the literature are included. Additional compelling features comprise posterior probabilities, an implementation of an expectation-maximization (EM) algorithm, and PIN decomposition into layers, and into bad/good components. Versatile data simulation tools, and trade classification algorithms are among the supplementary utilities. The package provides fast, compact, and precise utilities to tackle the sophisticated, error-prone, and time-consuming estimation procedure of informed trading, and this solely using the raw trade-level data.

Language: R - Size: 5.27 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 38 - Forks: 7

temulenbd/dublin-parking-suspensions-analysis

PROJECT NAME: Exploration and analysis of publicly available data: suspension of parking bays in Dublin City Council.

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englianhu/bolexiangma

易经道家：算卜、占卜、秦人牧马、田忌赛马、伯乐相马（世袭制易经道家学术份子联富我喜欢龙珠中的女科学家布玛/庄子。嫁鸡随鸡，嫁狗随狗）、分析彩券。

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firoz-ahmad-likhon/probability-and-statistics-exercises

A collection of exercises and practice problems on probability and statistics using Python. Covers concepts like probability distributions, hypothesis testing, regression, and more.

Language: Python - Size: 120 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

pedroteixeiraw/Predicting_Football_Match_Results

This project focuses on modelling the attacking and defensive strength of teams in the Portuguese First League of Football, along with the impact of home advantage.

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jdtumlinson/knn

This repository contains the code for the kNN and MLE assignment for CS434 Machine Learning and Data Mining at Oregon State University during Fall of 2024. This is being uploaded a few months afte the compleition of this assignment.

Language: Python - Size: 225 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

hpaulkeeler/posts

Pieces of code that have appeared on my blog.

Language: Python - Size: 891 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 49 - Forks: 24

JordanRL/Fermat

A library providing math and statistics operations for numbers of arbitrary size.

Language: PHP - Size: 10.4 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 66 - Forks: 6

jeinselen/VF-BlenderPointArray

Generate point arrays for Geometry Nodes using cubic grid, golden angle (Fermat's spiral), poisson disc sampling, or import points from data sources in CSV, NPY, and VF (Unity 3D volume field) formats.

Language: Python - Size: 4.61 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 22 - Forks: 3

lanl/pyCP_APR

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

Language: Python - Size: 5.89 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 7

pascalbartschi/single-script-data-science

My portfolio of algorithms I used to analysize various shapes and forms of data with statistical and machine learning tools.

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EmaadKhwaja/Deep-Learning-Denoising

Using physical and statistical principles of light to enhance denoising of cell images

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reza-chehreghani/EPS-Assignment-3-MSE-Regression-CLT

This repository focuses on Mean Squared Error (MSE), Regression Analysis, and Central Limit Theorem (CLT). It includes Python implementations for image reconstruction, regression modeling, and distribution analysis.

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mohd-faizy/Probabilistic-Deep-Learning-with-TensorFlow

Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.

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niamhmimnagh/TriplePoisson

A Bayesian model designed to estimate animal abundance from limited or scarce data on vestiges, such as faeces counts or other indirect indicators of presence. The approach is particularly useful in situations where direct observations of animals are challenging or impractical.

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Rajasree460/ML_lab_project

This project analyzes a random 𝑛 n-dimensional vector ( 𝑛 ≥ 100 n≥100) by fitting Poisson and Gaussian distributions. It includes data generation, parameter calculation, and visualization through histograms and overlayed curves, using Python tools like NumPy, SciPy, and Matplotlib.

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gburtini/Probability-Distributions-for-PHP

PHP implementation of statistical probability distributions: normal distribution, beta distribution, gamma distribution and more.

Language: PHP - Size: 182 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 59 - Forks: 18

vladislavpyatnitskiy/statspy

Repository with statistical functions via Python

Language: Python - Size: 12.7 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

vladislavpyatnitskiy/R.stats

Repository with statistical functions via R

Language: R - Size: 18.6 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

SrGrace/10-Days-of-Statistics-Challenges

10 Days of Statistics Challenges at HackerRank

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AbdylGaniwu/Utilizing-Poisson-Distribution-for-Retail-Pharmacy-Call-Center-Insights

The Poisson Distribution models the number of events that occur within a specified time frame, such as years. Since the volume of incoming calls fluctuates from year to year, this distribution aids in determining whether the call data aligns with a Poisson process or if external factors are affecting the call volume.

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kapshaul/CT-medical-imaging

The Expectation Maximization (EM) algorithm is used to reduce Poisson noise in CT images. The repository provides derivations and evaluations with the Cramer-Rao Lower Bound (CRLB).

Language: MATLAB - Size: 5.99 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

FanisGl/Video-games-sales-data

Data Analysis of Sales Dataset using Python.

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Uttarayan002/Probability-Distribution-np

Implementation of probability distribution using NumPy.

Language: Python - Size: 247 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 7 - Forks: 1

saymuntasir/Applied-Regression-Problem-Set

This repo contains all two problem set solutions of Applied Regression Course.

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imildositoe/python_snippets

Python regression and probabilities snippets

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Github-sanket07sett/EURO-2024-PREDICTOR-

Match predictor Using Poisson's Distribution

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Zizo001/Poisson-Page-Fault-Detection

Program that aims to illustrate the difference between page fault detection algorithms depending on how their respective queues are managed by the OS

Language: C++ - Size: 28.3 KB - Last synced at: 2 days ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

philippeganz/ALIAS

Astrophysics Lasso Inverse Abel Solver

Language: C++ - Size: 188 MB - Last synced at: 11 months ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

gameidea-org/poisson-disk-sampling

poisson disk sampling algorithms

Language: Python - Size: 12.7 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ashioyajotham/FIFA

FIFA

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jxareas/Linear-Regression

Data Wrangling, Linear Models & other misc. Inferential Statistics.

Language: R - Size: 892 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 0

KuzmichevaKsenia/itmo-system-modeling-labs

ИТМО - 3 курс - Моделирование систем

Language: Python - Size: 877 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

mohd-faizy/Stats-with-Data

This repository is a resource for learning and applying statistics in data science. It contains code examples and explanations for many common statistical concepts, from descriptive statistics through regression and time series analysis.

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CommonEconomist/premier-league

Modeling Premier League results 2015-16

Language: R - Size: 288 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 2

nick434434/random-graphs-models

Started as a numerical task to prove convergence of number of triangles in ER graph, this project grown to consist of various random graph models' implementations, such as Erdos-Renyi random graph, Generalized random graph, Configuration Model.

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NahomKun/soccer-games-score-prob-

Language: R - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

wxd/s3-2017-forecasting

Code for the S3 2017 summer school project "Who's winning it? – Forecasting sports tournaments"

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mervess/images-to-spikes Fork of NEvision/NE15

Convert your image data to a Poisson spike source.

Language: Python - Size: 12.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

arasgungore/central-limit-theorem

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

Language: MATLAB - Size: 1.53 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 0

neeti098/Implementation-of-naive-bayes-for-text-classification

Used data of emails being spam or non-spam for performing text classification using different probability distributions. Used NLTK library to remove stop words, non-alphabetic characters, and for tokenizing the text. Calculated mean and variance and other params for each word based on the label(spam or ham).

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neeti098/Text-classification-using-different-probability-distributions

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RuwaidaAl/STAT-5421

Analysis of Categorical Variables

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mmanunpat1005/Master_Thesis

By employing Extreme Value Theory, this research utilizes data from EM-DAT, World Bank, and IPCC databases to uncover insights into the impact of carbon emissions on exacerbating extreme flood events and the relationship between GDP per capita and flood severity.

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Victor-DS/FootballProbabilityModels

A collection of probability models applied to football

Language: Java - Size: 174 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 2

astralord/RandLib

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

Language: C++ - Size: 11 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 66 - Forks: 11

AnnaAnge/poisson

A java app calculator for Poisson distribution

Language: Java - Size: 3.91 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

ashishyadav24092000/Goodness-Of-Fit-for-poisson

In this code, we will determine that whether the frequency by which car arrives as per our dataset follows a posison distribution or not using the chi-Square test.

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shivangi-975/ML-and-MAP-estimation-of-poisson-distribution

MLE and MAP estimation

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shivangi-975/Kaggle-Bike-sharing-

Predict the total count of bikes rented during each hour using Poisson Regression.

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RenatusRS/Open-Network-Simulation

Project for Computer Systems Performance class. Python-based application that performs analytical calculations and simulation for an open network system.

Language: Python - Size: 1.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

kirtiJain25/FDP_18

This repository contains FDP'18 presentations and R scripts.

Language: R - Size: 10.4 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

sharmasapna/10-Days-of-Statistics-HackerRank-solutions

10 Days of Statistics Hackerrank Solutions

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meet-aleksey/php-football-simulation

Calculating attack strength and defense of teams. Determining games results using Poisson Distribution.

Language: PHP - Size: 496 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 0

alibimm/Poisson-Calculator

iOS Single View application. Calculator that counts Poisson distribution probabilities.

Language: Swift - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

MMH1997/TestPoissonity

Goodness-of-fit test for Poisson Distribution

Language: R - Size: 85.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

aveedibya/operationSimulation

Simulation model to run scenarios on staffing/operations readiness for a call center

Language: Python - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 4

mohammedf2606/poisson_dist

Language: Python - Size: 1000 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

thalisreboucas/Regressao_poi_nb_infla_zeros

Slides sobre modelos de regressão poisson e binomial negativa inflacionadas de zeros

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hannesbecher/likelihood-censored-poisson

Language: R - Size: 1.95 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

shill1729/poissonFits

Convenient functions for fitting Poisson distributions, regressions and processes to data-sets

Language: R - Size: 53.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

bohaterewicz/Sales_forecasting_model

The aim was to create and implement a predictive model that can forecast the number of items sold for a period of 8 weeks ahead.

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ileanadatamania/Data-Science-Portfolio

Data Science Portfolio

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samantha-bothwell/DATAS_Gateway

RMarkdown file showing an example of using the Random Forest algorithm to examine Weather Data

Language: Jupyter Notebook - Size: 5.66 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

Rafal-Majcherczyk/FIFA-WC-2022-PredictiveModel-Dashboard

The repository contains a Python-based predictive model for forecasting the results of FIFA World Cup 2022 matches. Additionally, the repository includes SQL code that produces tables utilized in combination with actual tournament results for an associated project, the FIFA World Cup 2022 Fan Dashboard (Tableau).

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

swalx/programming-statistics

Probability Theory & Statistics from a Programming Perspective with Calculations

Language: Python - Size: 21.5 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

octosport/octopy

Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning prediction... This is a companion python module for octosport medium blog.

Language: Jupyter Notebook - Size: 390 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 45 - Forks: 21

explcre/21FallVE414Project-Gaussian-Mixture-Model

Position prediction of invisible tree using EM algorithm of GMM. We used Python's Matplotlib data visualization and preprocessed to determine the fruit distribution. BIC and AIC indexes were used to determine the number of cluster categories, and Gaussian mixture model was used to cluster according to the fruit data to predict the coordinates of the number. We use poission distribution to predict the distribution of the whole forest.

Language: Jupyter Notebook - Size: 3.98 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

otaviosilva22/java-probability-calculator

Simples calculadora de probabilidade desenvolvida em Java para distribuição binomial e poisson.

Language: Java - Size: 34.2 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

sanjushasuresh/GENERATION-OF-RANDOM-SAMPLES

Generation of random samples using R

Language: R - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

apaar97/epl-ranktable-prediction

Prediction of Premier league standings using Poisson distribution

Language: Jupyter Notebook - Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 7

guillaume-gomez/poisson-disk

Generative image made of dots.

Language: JavaScript - Size: 16.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

vaniseth/World-Cup-22-Prediction

Predicting the winner of FIFA World Cup 2022

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Sid-149/10-Days-of-Statistics

This repository contains the solutions to HackerRank's 10 Days of Statistics.

Language: Python - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

vettorefburana/Claim-Frequency-Forecast

Forecast of car claim frequency using GLM, boosting and neural networks

Language: R - Size: 2.46 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

joaoeliandro/ia-estimativa-copa-2022

Predições de Jogos da Copa do Mundo como projeto de Data Science

Language: Jupyter Notebook - Size: 118 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Dyzio18/poisson-js

Poisson distribution in JS with heuristic algorithm used to find global maximum in 2D space.

Language: CSS - Size: 246 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

ViniPetra/PoissonDistribuition

Estudo da distribuição de Poisson em Python

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Danfoa/attacks_on_complex_networks

In this work, we examine the resilience of two complex network types (Erdos Renyi, and Power-Law/Scale-free) to potential delivered attacks and random errors.

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gurol/DsFeatFreqDistFit

DsFeatFreqDist – Dataset Feature-Frequency Distributions Fitting

Language: R - Size: 1.66 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

cja5553/socio-cultural-behavioral-traits-and-covid19

Cite as: Alba C, M Mittal "Socio-cultural behavioral traits in modeling the prediction of COVID-19 infection rates" Journal of Humanities and Applied Social Sciences Vol. 3 No. 5, pp. 339-355.

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emoen/stat201_GLM

Generaliser linear models -The theory for linear normal models is looked at and applied to regression and analysis of variance. Furthermore the topics of binary variables logistic regression, log-linear models, contingency tables and life time analysis are treated.

Language: R - Size: 5.47 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0