probability-statistics | Topic | Ecosyste.ms: Repos

Topic: "probability-statistics"

louisfb01/start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

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graykode/nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

Size: 2.61 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 3,246 - Forks: 520

ptyadana/Data-Science-and-Machine-Learning-Projects-Dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

Language: Jupyter Notebook - Size: 617 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 452 - Forks: 94

vlgiitr/DL_Topics

List of DL topics and resources essential for cracking interviews

Size: 159 KB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 447 - Forks: 59

erdogant/distfit

distfit is a python library for probability density fitting.

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 386 - Forks: 27

unpingco/Python-for-Probability-Statistics-and-Machine-Learning-2E

Second edition of Springer Book Python for Probability, Statistics, and Machine Learning

Language: Jupyter Notebook - Size: 16 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 359 - Forks: 121

gabrieldim/Probability-And-Statistics

Random vectors: marginal and conditional distributions. Normal, t-distribution, Chi-square and F-distribution... AND A LOT MORE.

Language: R - Size: 22.5 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 105 - Forks: 10

comidan/Computer-Science-Engineering

Collection of all courses, and their materials, attended at Politecnico di Milano during both Bachelor level degree and Master level degree in Engineering, Computer Science Engineering

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madhurimarawat/Semester-Notes

This repository includes academic notes, study materials, and resources from B.Tech (Hons) in CSE, specializing in Artificial Intelligence and Data Science. It features question papers, proprietary study guides, and resources to support learning in these fields.

Language: HTML - Size: 2.43 GB - Last synced at: about 13 hours ago - Pushed at: about 14 hours ago - Stars: 23 - Forks: 2

mazrk7/machine_learning_resources

Machine learning resources (Jupyter notebooks mostly). Originally code to complement the "EECE 5644: Introduction to Machine Learning and Pattern Recognition" course taught at Northeastern University.

Language: Jupyter Notebook - Size: 111 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 3

chanukyasds/pg_math

pg_math extension to support statistical distribution functions for PostgreSQL

Language: C - Size: 27.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 1

yashsavani/Advanced-Foundations-of-ML

A curated list of references to help you get up to speed with the concepts and techniques needed to become a successful ML researcher.

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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

jorenham/Lmo

Trimmed L-moments and L-comoments for robust statistics.

Language: Python - Size: 5.4 MB - Last synced at: 4 days ago - Pushed at: 9 days ago - Stars: 8 - Forks: 1

MathWorks-Teaching-Resources/Descriptive-Stats-and-Probability

Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.

Language: MATLAB - Size: 1.17 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 7

tunacinsoy/CSE

All the homeworks, testers and projects done at Marmara University, Computer Science & Engineering

Language: Java - Size: 17 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

enesgarip/Projects

Projects of a CSE student at Marmara University

Language: Java - Size: 57.6 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 6

ishmahafeez/Computer-Science-Notes

Computer Science PDF notes

Size: 2.12 GB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 6 - Forks: 1

blakeb211/HoldemPokerTrainer

♣️ ♦️ ♥️ ♠️ Train yourself for live Texas Holdem games by seeing the changing probability of winning as more cards are dealt.

Language: C# - Size: 330 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

billhu0/SI140-Project 📦

ShanghaiTech SI140 (Probability and Statistics) course project, fall 2021. This project is related to Multi-armed Bandit Simulation, Analysis and Design.

Language: Jupyter Notebook - Size: 1.79 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 0

Soumilgit/SY-resources

A repository containing resources for SYBTech CSE.

Size: 154 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 5 - Forks: 2

cehrett/Subset_simulation_with_multivariate_draw

Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.

Language: MATLAB - Size: 1.84 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

FabianaCampanari/PracticalStats-PUCSP-2024

Statistical Measures in Python - Age and Salary Analysis

Language: Jupyter Notebook - Size: 61.6 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

Leonardofreua/ML-and-DataScience-in-practice

Concepts of Intelligence Artificial :brain:, Machine Learning :gear:, and Deep Learning :crystal_ball: EXPLAINED :seedling: in detail and put it into PRACTICE :deciduous_tree:.

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

Samarth4023/Probability-Statistics

📊Probability & Statistics ! This repository is dedicated to my journey of mastering the fundamentals of probability and statistics, which are crucial for my career roadmap in Artificial Intelligence (AI) and Machine Learning (ML). Here, you will find a collection of Python scripts and Jupyter notebooks that cover a wide range of topics.

Language: Jupyter Notebook - Size: 14.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

oxayavongsa/projects

"oxayavongsa/projects" is a public GitHub repository serving as a diverse AI/ML Project Portfolio. Using Python coding and Juptyer notebook for multiple methodologies to model statistical algorithms.

Size: 156 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

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.

Language: Java - Size: 976 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 2

MuhsinBashirrr/Beginners-Roadmap-to-Learn-Generative-AI-in-2024

Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

xenagarage/datascience_common_exercises

data science -from very very basic operations to hard- common pattern exercises and their answers

Language: Jupyter Notebook - Size: 62.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

BunyaminYavuz/university_lectures_source

Sources of some of the courses I took during my undergraduate education in Computer Engineering.

Size: 102 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

rochitasundar/Statistical-analysis-Hypothesis-testing-E-newsExpress

The data relates to several user actions or interests recorded on two variants of landing pages for an online news portal. The objective is to analyse these interests by performing statistical analyses to determine if one variant is more effective based on chosen metrics (A/B testing).

Language: Jupyter Notebook - Size: 2.31 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

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: about 2 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 4

AkeelMedina22/Probability-and-Statistics-Final-Project

Final Project for Introduction to Probability and Statistics Spring 2021 offered at Habib University.

Language: Python - Size: 1.94 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

vaitybharati/Probabilty-calc-2

Probability Calculation in Python

Language: Jupyter Notebook - Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

anouel/rbook Fork of djnavarro/rbook

Source files for "Learning Statistics with R"

Language: PostScript - Size: 147 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

DhimanSarkar/Monty-Hall-Problem

Experimental Verification of Monty Hall Problem

Language: Python - Size: 5.55 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

livankrekh/R_PythonCourseKNU

Shevchenko University "Python and R programming languages" course

Language: Jupyter Notebook - Size: 3.55 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

anouel/stat-cookbook Fork of mavam/stat-cookbook

:orange_book: The probability and statistics cookbook

Language: TeX - Size: 1.16 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 0

anouel/sta101_f15 Fork of mine-cetinkaya-rundel/sta101_f15

Course materials for Sta 101 - Fall 2015 semester at Duke University

Language: HTML - Size: 54.2 MB - Last synced at: over 1 year ago - Pushed at: over 9 years ago - Stars: 2 - Forks: 0

danielhaim1/quake-analyzer

Analyze global earthquake data from USGS via CLI. Fetch, filter, find recurrence intervals, and visualize trends.

Language: Python - Size: 16.9 MB - Last synced at: 3 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

Amirreza81/Engineering-Probability-Statistics

Engineering Probability & Statistics Course - Fall 2022 - Sharif University of Technology

Language: Jupyter Notebook - Size: 6.12 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ravinthiranpartheepan1407/Vertezml-C-Sharp

Simplify complex scientific computations with Vertez's intuitive framework.

Language: C# - Size: 17.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

jmgogo/The-Android-App-Market-on-Google-Play

Business insights to derive pricing and market strategy for new apps to the Android app store.

Language: Jupyter Notebook - Size: 2.88 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

bsef19m521/CodeQuestDaily

CodeQuestDaily is dedicated to daily coding challenges and practice questions to enhance your programming skills.

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gocho1307/ComputationalProject-PE

Project for 2022/2023 - Probability and Statistics @ IST

Language: Jupyter Notebook - Size: 5.07 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

pcavana/Probability-and-Statistics

Project for Foundations of Probability and Statistics course

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alirezahabib/sut-ps

Probability and Statistics in Engineering, Sharif University of Technology, Fall 2022

Language: Jupyter Notebook - Size: 5.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

smithhenryd/Lazy-Training

Yale S&DS 432 final project studying lazy training dynamics for differentiable optimization problems

Language: TeX - Size: 16.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

erensunar/Statistics-And-Probability-Work

Lenovo marka bilgisayarların fiyat istatistikleri

Language: Python - Size: 5.96 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

China-chenzhibo/GuessByHistory-Model

这是一种基于日历效应的统计概率预测模型，认为存在某些产业、个股一年内在部分区间或者节假日前后涨跌一致，统计同时期的历史数据，预测涨跌概率/走势形态，并且给出粗择时建议。

Language: Python - Size: 55.1 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

nikopetr/Data-Science-Probability-and-Statistics-Projects

Implementation of the projects for the DSC 530: Probability and Statistics for Data Science course, of the MSc in Data Science programme of the University of Cyprus.

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hugosalasr7/evidence-based-risk

Risk is a very popular and fun board game. The code listed here uses Monte Carlo simulations to compute the probabilities of certain events relevant to the game. My hope is that it will help improve players' decision-making while playing it.

Language: R - Size: 408 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

aianshay/gaussian-binomial-dists

This repository contains a Python package that implements Gaussian and Binomial distributions.

Language: Python - Size: 27.3 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

anouel/BeyondMLR Fork of proback/BeyondMLR

Repo for July 2020 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The rendered version can be found at: https://bookdown.org/roback/bookdown-BeyondMLR/

Size: 88.7 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

furkanozev/Probability-and-Statistics

All Homeworks for MATH118(Probability and Statistics) (PYTHON and LATEX)

Language: TeX - Size: 1.1 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

vdbcyril/datacamp-projects

All the projects from Datacamp I have successfully completed

Language: Jupyter Notebook - Size: 44.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

ramarav/Python-for-Probaility-African-Institute-of-Mathematical-Sciences-

This repository is created in order to solve some proability assignment using python

Language: Python - Size: 26.4 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

anouel/813 Fork of judgelord/813

PS 813: Multivariate Statistical Inference

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BaseMax/AnalyzeCombine

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

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sanankr010/AI-coding-assign

probability and statistics

Language: Jupyter Notebook - Size: 167 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

anouel/ThePiratesGuideToR Fork of ndphillips/ThePiratesGuideToR

YaRrr! The Pirate's Guide to R

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anouel/psyr Fork of djnavarro/psyr

R for Psychological Science

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anouel/moderndive_book Fork of moderndive/ModernDive_book

ModernDive: An Introduction to Statistical and Data Sciences via R

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anouel/analyse-R Fork of larmarange/analyse-R

Introduction à l'analyse d'enquêtes avec R et RStudio

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anouel/oiLabs-base-R Fork of andrewpbray/oiLabs-base-R

Source files for OpenIntro Statistics labs

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28Ritu/Orthogonal-Matching-Pursuit-Regression

Regression Task using OMP on UCI Machine Repository in MATLAB

Language: Matlab - Size: 41 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

tubiccelavi/Poker-COACH

Ai Vr Machine Learning Natural language Poker Coach

Language: JavaScript - Size: 42 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

sathvik-spartan/Mathematics-for-AI

This repo contains all mathematics essentials for AI.

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sadiq18/Mathematics-for-Machine-Learning-and-Data-Science-Specialization-by-DeepLearning.AI

Course Assignment for "Mathematics for Machine Learning and Data Science Specialization" by DeepLearning.AI"

Language: Jupyter Notebook - Size: 123 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

natanael-2012/lab-probability-intro Fork of ironhack-labs/lab-probability-intro-en

lab 1 semana 4. 6 de enero de 2024 (dia de reyes :( )

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

curpe/probability_project

Demonstrating Statistical & Probability Method on US Medical Insurance Dataset

Language: Jupyter Notebook - Size: 456 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

datax-official/AI-DataScience-ML-Books

A collection of AI, Data Science, Machine Learning, Deep Learning, and NLP books in PDF format.

Size: 495 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

baksho/ds-maths-nutshell

Personal repository consisting of fundamental concepts of different branches of mathematics and statistics.

Size: 16.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

chedgala/MomTrunc

The MomTrunc R package computes arbitrary products moments (mean vector and variance-covariance matrix), for some doubly truncated (and folded) multivariate distributions.

Language: R - Size: 9.57 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

MathWorks-Teaching-Resources/statistics-and-probability_jp

Descriptive Statistics and Probability Distributionsの日本語版リポジトリ　Japanese version of a published repository "Descriptive Statistics and Probability Distributions"

Size: 308 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

vtex-soft/texsupport.ims_supported-bjps

LaTeX author support files for IMS supported journal BJPS

Language: TeX - Size: 1.19 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 1

KarajMiglani-DataScientist/karajmiglaniFAKE-NEWS-DETECTION

FAKE_NEWS_PREDICTION

Language: Python - Size: 8.76 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

mayankbrn/9.3_Aerofit_Descriptive_Statistics

Descriptive Statistical Analysis of Aerofit Data

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

LeeYuJoung/Engineering_Mathematics

데이터 분석에 필요한 기초 수학 with Python

Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

allan1code/Probability-and-Statistics

Probability and Statistics Coursework & Solutions

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

subash-ramasamy/AeroFit-Customer-Profiling-and-Probability-Analysis

This dataset explores customer characteristics for AeroFit treadmill products. Made a descriptive analytics of customer profiles using tables and charts. Two-way contingency tables unveil conditional and marginal probabilities, offering valuable insights for informed business decisions.

Language: Jupyter Notebook - Size: 2 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

IvanTsvetkov-dev/galton-board

Emulation of the Galton board in python.The normal distribution.Pygame+Pymunk

Language: Python - Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

cesia-cora/die_roll

Unbiased and biased roll a die game.

Language: Python - Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

JakubFr4czek/Apartment-prices-analysis

This repository contains an analysis of apartments prices in Krakow. It was made for "Rachunek prawdopodobieństwa i statystyka" (probability and statistics) course i took at AGH University of Science.

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nmn-pandey/6-weeks-6-AI-Projects

"6 Weeks, 6 AI Projects" is my GitHub repository where you'll find my progressive journey through AI, starting with basic search tasks and advancing through Genetic Algorithms, Probabilistic Inference, Fuzzy Systems, Natural Language Processing, and finally, Computer Vision tasks, programmed in Python.

Language: Jupyter Notebook - Size: 1.72 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0