probability
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Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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Oct 19, 2024 - HTML
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
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Mar 14, 2024
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
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Nov 20, 2024 - Jupyter Notebook
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
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Jan 26, 2025 - PHP
📙 The probability and statistics cookbook
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Feb 20, 2023 - TeX
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.
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Dec 26, 2024
The basic distribution probability Tutorial for Deep Learning Researchers
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Oct 1, 2020 - Python
Self-study on Larry Wasserman's "All of Statistics"
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Dec 11, 2022 - Jupyter Notebook
Teaching Materials for Dr. Waleed A. Yousef
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Jun 22, 2024 - Mathematica
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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Sep 18, 2022 - Jupyter Notebook
Algorithm is a library of tools that is used to create intelligent applications.
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Jan 17, 2020 - Swift
Quantitative Interview Preparation Guide, updated version here ==>
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Mar 23, 2019 - Jupyter Notebook
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
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Nov 12, 2022 - Jupyter Notebook
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
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Sep 9, 2020
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
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Sep 12, 2020 - MATLAB
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
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Sep 13, 2022 - Jupyter Notebook
Courses, Articles and many more which can help beginners or professionals.
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Dec 17, 2021
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
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Jul 12, 2021 - Python
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
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Mar 10, 2025
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