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probability
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statistics
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131 search results found
Probability
⭐
4,028
Probabilistic reasoning and statistical analysis in TensorFlow
Data Science Roadmap
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2,445
Data Science Roadmap from A to Z
Math Php
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2,280
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
Ml Foundations
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2,224
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Stat Cookbook
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2,102
📙 The probability and statistics cookbook
Www.mlcompendium.com
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2,020
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.
Hackermath
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1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Distributions.jl
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1,050
A Julia package for probability distributions and associated functions.
Seeing Theory
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1,043
A visual introduction to probability and statistics.
Kotlin Statistics
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825
Idiomatic statistical operators for Kotlin
Teaching
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802
Teaching Materials for Dr. Waleed A. Yousef
Statswithjuliabook
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760
Datascienceprojects
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604
The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
Stats Maths With Python
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492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
All Of Statistics
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479
Self-study on Larry Wasserman's "All of Statistics"
Stats
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441
A C++ header-only library of statistical distribution functions.
Basic Mathematics For Machine Learning
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418
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
Measuretheory.jl
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377
"Distributions" that might not add to one.
Prob Stats
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283
Probability and Statistics: a simulation-based introduction. An open-access book.
Reliability
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282
Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/
Probably
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264
A Swift probability and statistics library
Shendusuipian
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261
To know stats by heart
Python For Probability Statistics And Machine Learning 2e
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172
Second edition of Springer Book Python for Probability, Statistics, and Machine Learning
Stanford Cme 106 Probability And Statistics
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165
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
Data Scientist Books
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158
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.)
Appliedstats
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151
📊 Methods of Applied Statistics Course Textbook Repository
Probabilidad
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145
Probabilidad y variables aleatorias para ML con R y Python con los Drs R.Alberich y A.Mir
Ipsur
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126
IPSUR, Introduction to Probability and Statistics Using R, is a textbook written for an undergraduate course in probability and statistics. IPSUR is FREE, in the GNU sense of the word.
Flex
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125
Probabilistic deep learning for data streams.
Dse210_probability_statistics_python
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122
Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)
Philentropy
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119
Information Theory and Distance Quantification with R
Probflow
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108
A Python package for building Bayesian models with TensorFlow or PyTorch
Ptstat
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107
Probabilistic Programming and Statistical Inference in PyTorch
Pyimpetus
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106
PyImpetus 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
Quant Notes
⭐
101
Quantitative Interview Preparation Guide, updated version here ==>
Ethzcheatsheets
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89
Statistics And Probability In Python
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84
Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"
Aleatory
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83
📦 Python library for Stochastic Processes Simulation and Visualisation
Data Science Notes
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75
Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)
Ptmst
⭐
73
Probability Theory and Mathematical Statistics Tutorial
Deep Learningai
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61
🇦🇮 Deep Learning AI course on Coursera (Andrew Ng)
All Of Statistics
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61
Solutions to Wasserman's 'All of Statistics'.
Undergraduate In Statistics
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59
Using Computer with your Statistics Major Course
Csgo Case Data
⭐
57
Aeppl
⭐
56
Tools for an Aesara-based PPL.
Probability Distributions For Php
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52
PHP implementation of statistical probability distributions: normal distribution, beta distribution, gamma distribution and more.
Math For Machinelearning
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52
A repository containing essential math courses for machine learning aspirants!
Conjugate_prior
⭐
51
Implementation of the conjugate prior table for Bayesian Statistics
2048 Rs
⭐
51
A rust implementation of the famous 2048 game
Extradistr
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46
Additional univariate and multivariate distributions
Numerical_stats
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44
Introduction to Numerical Methods and Statistics with Jupyter Notebooks & Python
Mathematics For Machine Learning And Data Science Specialization Coursera
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42
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
Stats Shortcourse
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41
The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.
Agefromname
⭐
40
Predict age and gender from a first name
Data Science And Machine Learning Resources
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37
List of Data Science and Machine Learning Resource that I frequently use
Probandstats Pydatanyc2019
⭐
34
Introduction to Probability and Statistics
Oddsratio
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32
Simplified odds ratio calculation of binomial GAM/GLM models
Mathematics_for_machine_learning
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32
Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.
Swiftstats
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31
Statistics for swift
Data Science Prep
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28
Problems from https://datascienceprep.com/
Probability_theory
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27
A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.
Mathifold
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27
Migrated to Tungsteno https://github.com/TungstenHub
Wink Statistics
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27
Fast & numerically stable statistical analysis
Fplanck
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26
Numerically solve the Fokker-Planck equation in N dimensions
Mathematics For Machine Learning And Data Science Specialization
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25
Non-credit online course by DeepLearning.AI
Tidydensity
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24
Create tidy probability/density tibbles and plots of randomly generated and empirical data.
Review
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23
🌎 Review materials for bioinformatics, computational biology, and science in general
Gospn
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22
A free, open-source inference and learning library for Sum-Product Networks (SPN)
Dse210x Statistics And Probability In Data Science Using Python
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21
UCSanDiegoX edX Course DSE210x Statistics and Probability in Data Science using Python
App
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20
StatSim. Bayesian inference and statistical simulations in the browser
Stat Book
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20
📙 CMC MSU Probability & Statistics Course Textbook, 2020.
Chez Stats
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18
Chez Scheme statistics library
Machinelearningmath
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18
Probability Statistics M20
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18
Course at IIITH, M20, Probability and Statistics
Abby
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17
Minimal A/B Testing Library in PHP
Karpov_courses
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16
🐳 Проектная деятельность. Здесь хранятся лекции, практические задания и проекты с karpov_courses. Ссылка: https://karpov.courses/
Actuar
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16
Actuarial functions and heavy tailed distributions for R
Data Scientist In Python
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15
This repository contains notes and projects of Data scientist track from dataquest course work.
Probability_and_statistics
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14
Course materials for PROBABILITY AND STATISTICS A/B
Boast
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14
Book Of Apps for Statistics Teaching
Gostats
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14
Statistics for go
Freq E
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14
Class frequency estimation software package
Mctad.js
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13
Measures of Central Tendency And Dispersion: A JavaScript library for probability & statistics
Data Science
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13
A repository to showcase the upskilling of self in theoretical & applied aspects of data science during the ongoing sabbatical of 23 months(Jan. 2022 - Nov 2023*) along with hand written notes. It's an "attempt" to pursue masters in data science using Internet as an open university.
Calibrationerrors.jl
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13
Estimation of calibration errors.
Dataquest
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12
Data Science Massive Open Online Course: All the code, notes and supplementary materials generated during the course of my data scientific learning.
Empiricaldistributions.jl
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11
Empirical probability distributions in Julia
100 Days Of Data Science
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11
100 days of Data Science Journey.
Hackerrank Artificial Intelligence
⭐
11
This repository contains the challenges about domains of Artificial Intelligence.
Xbus 504 01.data_analysis_i_statistics
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10
Materials for Georgetown Data Science certificate.
Multigraphr
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10
Randomsys
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10
Algorithmic study of random systems. / Keywords: probability stochastic process ANU quantum random number generator Gaussian statistics
Statistics Books
⭐
9
"If your experiment needs a statistician, you need a better experiment." ― Ernest Rutherford
Data Science Interview Prep
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9
This is a completely open-source repo of interview questions and answers for people preparing for such interviews. This is maintained by you and you can send the questions that you faced during interviews.
Rstat
⭐
9
Probability distributions and statistics in Rust with integrated fitting routines, convolution support and mixtures.
Swiftystats
⭐
9
A statistical framework written in Swift 4.1 +
Spherical_kde
⭐
9
Kernel density estimation on a sphere
Fm Pipeline
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9
https://jinghuazhao.github.io/FM-pipeline/
Random Stuff
⭐
9
Random stuff I've been working on
Data Science Notes
⭐
8
Data Science Learning Notes
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