probability

There are 33 repositories under probability topic.

kmario23 / deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
artificial-intelligence-algorithms artificial-neural-networks bayesian-statistics computer-vision deep-learning deep-neural-networks deep-reinforcement-learning explainable-ai geometric-deep-learning graph-neural-networks machine-learning medical-imaging natural-language-processing optimization pattern-recognition probabilistic-graphical-models probability reinforcement-learning speech-recognition visual-recognition
Language:HTML 11833
ahmedbahaaeldin / From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
books calculus deep-learning lectures linear-algebra machine-learning probability
7368
valeman / awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
conformal-prediction python r machinelearning datascience deeplearning awesome awesome-list probability uncertainty-quantification uncertainty uncertainty-estimation probability-distribution probability-distributions machine-learning
3430
jonkrohn / ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
machine-learning data-science python mathematics linear-algebra calculus probability statistics computer-science data-structures numpy pytorch tensorflow jupyter-notebook
Language:Jupyter Notebook 3001
Moataz-Elmesmary / Data-Science-Roadmap
Data Science Roadmap from A to Z
big-data chatgpt cheatsheet cv-template data-analysis data-engineering data-science data-visualization deep-learning interview-questions linear-algebra llms machine-learning mathematics neural-network nlp probability python sql statistics
2882
markrogoyski / math-php
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
algebra combinatorics distributions finance information-theory linear-algebra math mathematics matrix number-theory numerical-analysis php php-library probability regression statistics vector
Language:PHP 2306
mavam / stat-cookbook
:orange_book: The probability and statistics cookbook
cheatsheet cookbook probability statistics
Language:TeX 2153
orico / www.mlcompendium.com
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.
machine-learning deep-learning algorithms product-management ux-design ux-research ux-experience marketing full-stack statistics probability gitbook data-science mlcompendium
2040
graykode / distribution-is-all-you-need
The basic distribution probability Tutorial for Deep Learning Researchers
deep-learning mathmatics probability gaussian distribution
Language:Python 1606
DrWaleedAYousef / Teaching
Teaching Materials for Dr. Waleed A. Yousef
computer-science mathematics data-science data-structures data-visualization digital-design logic-design image-processing linear-algebra optimization pattern-recognition machine-learning statistics statistical-learning statistical-models analysis-of-algorithms programming discrete-mathematics probability
Language:Mathematica 992
all-of-statistics
telmo-correa / all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
probability self-study solutions statistics
Language:Jupyter Notebook 845
CosmicMind / Algorithm
Algorithm is a library of tools that is used to create intelligent applications.
algorithm algorithms data-structures data-structure data-structures-algorithms probability probabilistic-programming set multiset dictionary multidictionary conditional-probability redblacktree redblacktrees swift swift-3 cosmicmind sorted-sets doublylinkedlist stack
Language:Swift 830
tirthajyoti / Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels
Language:Jupyter Notebook 789
dingran / quant-notes
Quantitative Interview Preparation Guide, updated version here ==>
calculus coding-interviews data-science deep-learning finance interview-preparation interview-questions linear-algebra machine-learning numerical-methods optimization probability python quant quantitative-finance quantitative-trading statistics
Language:Jupyter Notebook 668
unpingco / Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
jupyter-notebook python machine-learning book books probability probability-theory statistics statistics-course statistical-analysis statistical-learning statistical-tests
Language:Jupyter Notebook 666
Ewenwan / Mathematics
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
backpropagation graph-theory kalman-filter matrix numerical-optimization particle-filter probability
Language:MATLAB 665
kamenbliznashki / normalizing_flows
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
density-estmation probability deep-learning normalizing-flows
Language:Python 589
hrnbot / Basic-Mathematics-for-Machine-Learning
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
ai algebra beginner calculus linear-algebra machine-learning machinelearning-python mathematical-analysis mathematical-functions mathematics maths notebook prerequisites probability python pytorch siraj siraj-raval statistics
Language:Jupyter Notebook 574
shervinea / stanford-cme-106-probability-and-statistics
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
probability statistics cheatsheet hypothesis-testing distribution regression-testing
570
kthohr / stats
A C++ header-only library of statistical distribution functions.
stats cpp constexpr numerical-methods probability distributions statistics armadillo cpp11 armadillo-library openmp density-functions quantile quantile-functions cdf blaze eigen eigen3
Language:C++ 502
crflynn / stochastic
Generate realizations of stochastic processes in python.
probability stochastic stochastic-differential-equations stochastic-processes stochastic-simulation-algorithm stochastic-volatility-models
Language:Python 423
PyPatel / Quant-Finance-Resources
Courses, Articles and many more which can help beginners or professionals.
quant quantitative-finance algorithms algorithmic-trading ai artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks machine-learning probability option-pricing stock-price-prediction linear-algebra
397
JuliaMath / MeasureTheory.jl
"Distributions" that might not add to one.
bayesian-inference julia machine-learning probabilistic-programming probability statistics
Language:Julia 382
storopoli / Bayesian-Statistics
This repository holds slides and code for a full Bayesian statistics graduate course.
bayesian bayesian-statistics course julia probabilistic-programming probability stan turing
Language:Typst 326
vc1492a / PyNomaly
Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
outlier-detection anomaly-detection machine-learning outlier-scores probability outliers anomalies nearest-neighbors
Language:Python 302
greyhatguy007 / Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
coursera-data-science coursera-machine-learning coursera-mathematics coursera-specialization deeplearning-ai probability python statistics coursera-assignment machine-learning math4ml calculus coursera deep-learning gradient linear-algebra matrices
Language:Jupyter Notebook 298
simonepri / lm-scorer
📃Language Model based sentences scoring library
language-model lm ml probability sentence
Language:Python 298
Awesome-Maths-Learning
tensorush / Awesome-Maths-Learning
😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.
math cheatsheets mathematics lecture-notes probability calculus machine-learning deep-learning linear-algebra cheatsheet group-theory awesome-list math-cheatsheets measure-theory number-theory set-theory graph-theory discrete-mathematics topology information-theory
298
wiseaidev / rust-data-analysis
Rust for data analysis encyclopedia (WIP).
data-analysis data-science eda rust evcxr jupyter jupyter-notebook ndarray plotters plotters-rs polars notebook probability probability-distribution probability-theory statrs calculas hacktoberfest
Language:Jupyter Notebook 288
aaaastark / Data-Scientist-Books
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.)
ai artificial-intelligence datascience deeplearning dl ds gans lstm machinelearning ml probability python r statistics tsf
287
alexanderskulikov / discrete-math-python-scripts
Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera
algorithms bayes combinatorics combinatorics-and-probability cryptography discrete-mathematics dynamic-programming enumeration graph-algorithms graphs induction logic mathematics number-theory probability python python3 recursion
Language:Jupyter Notebook 287
EmbraceLife / shendusuipian
To know stats by heart
setup deeplearning python statistics probability financial-markets
Language:HTML 285
zuko
probabilists / zuko
Normalizing flows in PyTorch
deep-learning density-estimation generative-model normalizing-flows probability torch
Language:Python 253
SURGroup / UQpy
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
uncertainty-quantification uncertainty-propagation uncertainty-sampling probability probabilistic stochastic stochastic-process monte-carlo monte-carlo-simulation latin-hypercube latin-hypercube-sampling
Language:Python 253
Ultimate-Notes-Books-Resources-for-NCIT
theonlyNischal / Ultimate-Notes-Books-Resources-for-NCIT
Curated list of notes, books and other resources for the student of Nepal College of Information and Technology(NCIT) - Pokhara University, Nepal
c oop java malp web-techonology problem-solving-techniques logic-circuits data-structures-algorithms 8085 assembly-language-programming probability c-programming object-oriented-programming software-engineering-fundamentals ncit system-programming hacktoberfest
Language:HTML 240
daleroberts / math-finance-cheat-sheet
Mathematical finance cheat sheet.
finance mathematics probability
Language:TeX 225

probability

kmario23 / deep-learning-drizzle

ahmedbahaaeldin / From-0-to-Research-Scientist-resources-guide

valeman / awesome-conformal-prediction

jonkrohn / ML-foundations

Moataz-Elmesmary / Data-Science-Roadmap

markrogoyski / math-php

mavam / stat-cookbook

orico / www.mlcompendium.com

graykode / distribution-is-all-you-need

DrWaleedAYousef / Teaching

telmo-correa / all-of-statistics

CosmicMind / Algorithm

tirthajyoti / Stats-Maths-with-Python

dingran / quant-notes

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

Ewenwan / Mathematics

kamenbliznashki / normalizing_flows

hrnbot / Basic-Mathematics-for-Machine-Learning

shervinea / stanford-cme-106-probability-and-statistics

kthohr / stats

crflynn / stochastic

PyPatel / Quant-Finance-Resources

JuliaMath / MeasureTheory.jl

storopoli / Bayesian-Statistics

vc1492a / PyNomaly

greyhatguy007 / Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera

simonepri / lm-scorer

tensorush / Awesome-Maths-Learning

wiseaidev / rust-data-analysis

aaaastark / Data-Scientist-Books

alexanderskulikov / discrete-math-python-scripts

EmbraceLife / shendusuipian

probabilists / zuko

SURGroup / UQpy

theonlyNischal / Ultimate-Notes-Books-Resources-for-NCIT

daleroberts / math-finance-cheat-sheet