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!!
machine-learningdeep-learningdeep-neural-networkspattern-recognitioncomputer-visionoptimizationvisual-recognitionreinforcement-learningdeep-reinforcement-learningnatural-language-processingartificial-neural-networksartificial-intelligence-algorithmsprobabilistic-graphical-modelsbayesian-statisticsspeech-recognitiongraph-neural-networksmedical-imaginggeometric-deep-learningexplainable-aiprobabilityLanguage:HTML 11840ahmedbahaaeldin / 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.
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.
jonkrohn / ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Language:Jupyter Notebook 3015Moataz-Elmesmary / Data-Science-Roadmap
Data Science Roadmap from A to Z
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
Language:PHP 2310mavam / stat-cookbook
:orange_book: The probability and statistics cookbook
Language:TeX 2154orico / 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.
graykode / distribution-is-all-you-need
The basic distribution probability Tutorial for Deep Learning Researchers
Language:Python 1607DrWaleedAYousef / Teaching
Teaching Materials for Dr. Waleed A. Yousef
Language:Mathematica 997- all-of-statistics
telmo-correa / all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
Language:Jupyter Notebook 847 CosmicMind / Algorithm
Algorithm is a library of tools that is used to create intelligent applications.
Language:Swift 830tirthajyoti / Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Language:Jupyter Notebook 791dingran / quant-notes
Quantitative Interview Preparation Guide, updated version here ==>
Language:Jupyter Notebook 670Ewenwan / 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
Language:MATLAB 670unpingco / Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Language:Jupyter Notebook 666kamenbliznashki / normalizing_flows
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
Language:Python 589hrnbot / 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
Language:Jupyter Notebook 573shervinea / stanford-cme-106-probability-and-statistics
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
- Language:C++ 504
crflynn / stochastic
Generate realizations of stochastic processes in python.
Language:Python 428PyPatel / Quant-Finance-Resources
Courses, Articles and many more which can help beginners or professionals.
JuliaMath / MeasureTheory.jl
"Distributions" that might not add to one.
Language:Julia 382storopoli / Bayesian-Statistics
This repository holds slides and code for a full Bayesian statistics graduate course.
Language:Typst 326greyhatguy007 / Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
Language:Jupyter Notebook 303vc1492a / 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].
Language:Python 302- Language:Python 298
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.)
wiseaidev / rust-data-analysis
Rust for data analysis encyclopedia (WIP).
Language:Jupyter Notebook 291alexanderskulikov / discrete-math-python-scripts
Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera
Language:Jupyter Notebook 290EmbraceLife / shendusuipian
To know stats by heart
Language:HTML 285- Awesome-Maths-Learning
tensorush / Awesome-Maths-Learning
😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.
SURGroup / UQpy
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
Language:Python 258- zuko
probabilists / zuko
Normalizing flows in PyTorch
Language:Python 254 - 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
Language:HTML 240 daleroberts / math-finance-cheat-sheet
Mathematical finance cheat sheet.
Language:TeX 225
