probability

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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

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.

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

The basic distribution probability Tutorial for Deep Learning Researchers

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Algorithm is a library of tools that is used to create intelligent applications.

Teaching Materials for Dr. Waleed A. Yousef

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

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

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

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

VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers

A C++ header-only library of statistical distribution functions.

Self-study on Larry Wasserman's "All of Statistics"

Quantitative Interview Preparation Guide, updated version here ==>

To know stats by heart

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.

Generate realizations of stochastic processes in python.

📃Language Model based sentences scoring library

Mathematical finance cheat sheet.

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

Probabilidad y variables aleatorias para ML con R y Python con los Drs R.Alberich y A.Mir

My Solutions to 120 commonly asked data science interview questions.

Courses, Articles and many more which can help beginners or professionals.