Topic: probability Goto Github

👇 Here are 1988 public repositories matching this topic...

aaaastark / data-scientist-books
probability,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.)
User: aaaastark
ai artificial-intelligence deeplearning machinelearning datascience dl ds ml gans lstm

ahmedbahaaeldin / from-0-to-research-scientist-resources-guide
probability,Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
User: ahmedbahaaeldin
machine-learning deep-learning linear-algebra probability calculus books lectures

alexanderskulikov / discrete-math-python-scripts
probability,Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera
User: alexanderskulikov
python mathematics discrete-mathematics combinatorics recursion induction algorithms bayes logic probability

ayazhafiz / xorf
probability,Xor filters - efficient probabilistic hashsets. Faster and smaller than bloom and cuckoo filters.
User: ayazhafiz
xor-filter rust data-structures probability bloom-filter hashset

cosmicmind / algorithm
probability,Algorithm is a library of tools that is used to create intelligent applications.
Organization: cosmicmind
Home Page: http://cosmicmind.com
algorithm algorithms data-structures data-structure data-structures-algorithms probability probabilistic-programming set multiset dictionary

crflynn / stochastic
probability,Generate realizations of stochastic processes in python.
User: crflynn
Home Page: http://stochastic.readthedocs.io/en/stable/
stochastic-processes stochastic stochastic-differential-equations probability stochastic-volatility-models stochastic-simulation-algorithm

daleroberts / math-finance-cheat-sheet
probability,Mathematical finance cheat sheet.
User: daleroberts
mathematics probability finance

daviddalpiaz / appliedstats
probability,:bar_chart: Methods of Applied Statistics Course Textbook Repository
User: daviddalpiaz
Home Page: https://book.stat420.org/
probability statistics r textbook applied-statistics linear-models bookdown book

dingran / quant-notes
probability,Quantitative Interview Preparation Guide, updated version here ==>
User: dingran
Home Page: https://www.dingran.me/quantitative-interview-preparation-guide/
quantitative-finance interview-questions calculus linear-algebra probability statistics coding-interviews numerical-methods optimization finance

drwaleedayousef / teaching
probability,Teaching Materials for Dr. Waleed A. Yousef
User: drwaleedayousef
Home Page: http://www.wy.helwan.edu.eg
analysis-of-algorithms computer-science data-science data-structures data-visualization digital-design discrete-mathematics image-processing linear-algebra logic-design machine-learning mathematics optimization pattern-recognition probability programming statistical-learning statistical-models statistics

embracelife / shendusuipian
probability,To know stats by heart
User: embracelife
setup deeplearning python statistics probability financial-markets

ewenwan / mathematics
probability,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
User: ewenwan
matrix numerical-optimization probability backpropagation graph-theory kalman-filter particle-filter

flavioschneider / ethzcheatsheets
probability,
User: flavioschneider
Home Page: https://rethinks.org/blog
math analysis computerscience probability statistics

graykode / distribution-is-all-you-need
probability,The basic distribution probability Tutorial for Deep Learning Researchers
User: graykode
deep-learning distribution gaussian mathmatics probability

greyhatguy007 / mathematics-for-machine-learning-and-data-science-specialization-coursera
probability,Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
User: greyhatguy007
Home Page: https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science
coursera-data-science coursera-machine-learning coursera-mathematics coursera-specialization deeplearning-ai probability python statistics coursera-assignment machine-learning

hrnbot / basic-mathematics-for-machine-learning
probability,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
User: hrnbot
mathematics mathematical-functions mathematical-analysis algebra linear-algebra calculus statistics probability siraj-raval machine-learning

joanby / probabilidad
probability,Probabilidad y variables aleatorias para ML con R y Python con los Drs R.Alberich y A.Mir
User: joanby
Home Page: https://cursos.frogamesformacion.com/courses/probabilidad
probabilidad probability estadistica statistics

jonkrohn / ml-foundations
probability,Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
User: jonkrohn
calculus computer-science data-science data-structures jupyter-notebook linear-algebra machine-learning mathematics numpy probability python pytorch statistics tensorflow

juliamath / measuretheory.jl
probability,"Distributions" that might not add to one.
Organization: juliamath
julia probabilistic-programming bayesian-inference probability statistics machine-learning

kamenbliznashki / normalizing_flows
probability,Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
User: kamenbliznashki
density-estmation probability deep-learning normalizing-flows

kmario23 / deep-learning-drizzle
probability,Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
User: kmario23
Home Page: https://deep-learning-drizzle.github.io
machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing artificial-neural-networks artificial-intelligence-algorithms probabilistic-graphical-models bayesian-statistics speech-recognition graph-neural-networks medical-imaging geometric-deep-learning explainable-ai probability

krishnakumarsekar / awesome-machine-learning-deep-learning-mathematics
probability,A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning
User: krishnakumarsekar
advanced-probability algorithm approximation-algorithms deep-learning deep-learning-mathematics gradient-descent linear-algebra machine-learning machine-learning-mathematics mathematics probability static-analysis

kthohr / stats
probability,A C++ header-only library of statistical distribution functions.
User: kthohr
Home Page: https://statslib.readthedocs.io/en/latest/
stats cpp constexpr numerical-methods probability distributions statistics armadillo cpp11 armadillo-library

markrogoyski / math-php
probability,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
User: markrogoyski
math mathematics linear-algebra statistics matrix probability distributions regression numerical-analysis information-theory

mavam / stat-cookbook
probability,:orange_book: The probability and statistics cookbook
User: mavam
Home Page: statistics.zone
probability statistics cheatsheet cookbook

maximtrp / mchmm
probability,Markov Chains and Hidden Markov Models in Python
User: maximtrp
Home Page: https://mchmm.readthedocs.io
python markov-chain markov-model hidden-markov-model simulation probability hmm hmm-viterbi-algorithm baum-welch-algorithm

milaan9 / datascience_interview_questions
probability,My Solutions to 120 commonly asked data science interview questions.
User: milaan9
data-science machine-learning predective-modeling probability statistical-inference data-analysis product-metrics interview-questions interview-preparation tutor-milaan9

moataz-elmesmary / data-science-roadmap
probability,Data Science Roadmap from A to Z
User: moataz-elmesmary
Home Page: https://www.linkedin.com/posts/moatazelmesmary_github-moataz-elmesmarydata-science-roadmap-activity-6974293994960769024-yCdi?utm_source=share&utm_medium=member_desktop
data-analysis data-engineering data-science data-visualization deep-learning machine-learning mathematics probability python sql statistics cheatsheet cv-template interview-questions linear-algebra neural-network big-data chatgpt llms nlp

orico / www.mlcompendium.com
probability,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.
User: orico
Home Page: https://book.mlcompendium.com
machine-learning deep-learning algorithms product-management ux-design ux-research ux-experience marketing full-stack statistics

pegah-ardehkhani / statistics-and-probability-in-python
probability,Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"
User: pegah-ardehkhani
hypothesis-testing probability probability-theory python random-variables statiscal-learning statistics statistical-hypothesis-testing parametric-hypothesis-tests confidence-intervals

podgorskiy / gpnd
probability,Generative Probabilistic Novelty Detection with Adversarial Autoencoders
User: podgorskiy
deep-learning deep-neural-networks deep-novelty-detection novelty-detection anomaly-detection adversarial-learning autoencoder pytorch generative-adversarial-network gan

probabilists / zuko
probability,Normalizing flows in PyTorch
Organization: probabilists
Home Page: https://zuko.readthedocs.io
deep-learning density-estimation generative-model normalizing-flows probability torch

pypatel / quant-finance-resources
probability,Courses, Articles and many more which can help beginners or professionals.
User: pypatel
quant quantitative-finance algorithms algorithmic-trading ai artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks machine-learning probability

quantgirluk / aleatory
probability,📦 Python library for Stochastic Processes Simulation and Visualisation
User: quantgirluk
data-visualization data-viz monte-carlo probability statistics stochastic-processes diffusion-models financial-mathematics stochastic-differential-equations

quantified-uncertainty / squiggle
probability,An estimation language
Organization: quantified-uncertainty
Home Page: https://squiggle-language.com
probability forecasting

quantumfluxx / karpov_courses
probability,🐳 Проектная деятельность. Здесь хранятся лекции, практические задания и проекты с karpov_courses. Ссылка: https://karpov.courses/
User: quantumfluxx
git matplotlib numpy pandas probability python sql statistics data-analysis data-science

ryota-kawamura / mathematics-for-machine-learning-and-data-science-specialization
probability,Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.
User: ryota-kawamura
Home Page: https://www.deeplearning.ai/courses/mathematics-for-machine-learning-and-data-science-specialization/
gradient-descent bayesian-statistics calculus determinants eigenvalues-and-eigenvectors linear-algebra linear-equation linear-regression machine-learning mathematical-optimization mathematics probability

shervinea / stanford-cme-106-probability-and-statistics
probability,VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
User: shervinea
Home Page: https://stanford.edu/~shervine/teaching/cme-106
cheatsheet distribution hypothesis-testing probability regression-testing statistics

simonepri / lm-scorer
probability,📃Language Model based sentences scoring library
User: simonepri
sentence probability lm language-model ml

sinclam2 / fifty-challenging-problems-in-probability
probability,My solutions to the problems in Fifty Challenging Problems in Probability by Frederick Mosteller
User: sinclam2
probability problems brain-teasers solutions

spamegg1 / math-for-cs-solutions
probability,Solutions to In-Class questions, Problem Sets and Exams of MIT Mathematics for Computer Science 2015 (same as 2019 Open Learning Library)
User: spamegg1
calculus counting functions graph graph-theory induction math probability proofs set-theory

storopoli / bayesian-statistics
probability,This repository holds slides and code for a full Bayesian statistics graduate course.
User: storopoli
bayesian bayesian-statistics course julia probabilistic-programming probability stan turing

surgroup / uqpy
probability,UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
Organization: surgroup
uncertainty-quantification uncertainty-propagation uncertainty-sampling probability probabilistic stochastic stochastic-process monte-carlo monte-carlo-simulation latin-hypercube

telmo-correa / all-of-statistics
probability,Self-study on Larry Wasserman's "All of Statistics"
User: telmo-correa
probability self-study solutions statistics

theonlynischal / ultimate-notes-books-resources-for-ncit
probability,Curated list of notes, books and other resources for the student of Nepal College of Information and Technology(NCIT) - Pokhara University, Nepal
User: theonlynischal
c oop java malp web-techonology problem-solving-techniques logic-circuits data-structures-algorithms 8085 assembly-language-programming

tirthajyoti / stats-maths-with-python
probability,General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
User: tirthajyoti
statistics python numpy pandas numerical-analysis analytics machine-learning bayesian-statistics inferential-statistics statsmodels

unpingco / python-for-probability-statistics-and-machine-learning
probability,Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
User: unpingco
book books jupyter-notebook machine-learning probability probability-theory python statistical-analysis statistical-learning statistical-tests statistics statistics-course

vc1492a / pynomaly
probability,Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
User: vc1492a
anomalies anomaly-detection machine-learning nearest-neighbors outlier-detection outlier-scores outliers probability

wiseaidev / rust-data-analysis
probability,Rust for data analysis encyclopedia (WIP).
User: wiseaidev
data-analysis data-science eda rust evcxr jupyter jupyter-notebook ndarray plotters plotters-rs

xxxnell / flex
probability,Probabilistic deep learning for data streams.
User: xxxnell
scala functional-programming probability probability-density-function probability-distribution statistics data-stream