Mathematics_for_Machine_Learning Add Mathematics for Machine Learning Oct 22, 2024 deep_learning Add Deep Learning - Part I Applied Maths and ML Basics Oct 22, 2024 .gitattributes Initial commit Oct 22, 2024 About No description, website, or topics provided. Activity Stars 0 stars Watchers...
机器学习之数学基础系列. Contribute to sxfmol/MathForMachineLearning development by creating an account on GitHub.
This is a systematic approach to learning the Math required for Machine Learning. Prerequisite Knowledge: Learn Algebra Algebra I - Khan Academy Algebra II - Khan Academy Linear Algebra: Books: The Manga Guide to Linear Algebra : Probably the best book to start Linear Algebra with. The ...
Sometimes people ask what math they need for machine learning. The answer depends on what you want to do, but in short our opinion is that it is good to have some familiarity with linear algebra and multivariate differentiation. Linear algebra is a cornerstone because everything in machine lear...
Logistic Regression Tutorial for Machine Learning(machinelearningmastery.com) Softmax Regression (ufldl.stanford.edu) 梯度下降算法 Learning with gradient descent (neuralnetworksanddeeplearning.com) Gradient Descent (iamtrask.github.io) How to understand Gradient Descent algorithm (kdnuggets.com) ...
3.Machine Learning & Deep Learning Neural Networks as Categories: The compositional structure of neural networks (layers as morphisms, composition as forward propagation) can be described using monoidal categories. Backpropagation as a Functor: The automatic differentiation used in training neural networks...
Logistic Regression Tutorial for Machine Learning(machinelearningmastery.com) Softmax Regression (ufldl.stanford.edu) 梯度下降算法 Learning with gradient descent (neuralnetworksanddeeplearning.com) Gradient Descent (iamtrask.github.io) How to understand Gradient Descent algorithm (kdnuggets.com) ...
(one per chapter) contain the whole code and the whole text of the book. To get the access, you'll need a Github account. Be sure to provide your right Github id (for instance, mine is "hadrienj") in the purchase form (and not the email address). If you don't have a Github ...
Math+ML+X Seminar SeriesAre you passionate about Mathematics, Machine Learning, and their real-world applications? Join us for our engaging Math+ML+X seminar series!Organizer:Angelica Aviles-Rivero(YMSC)Speaker:Yanqi Cheng 程彦淇University of CambridgeTime...
论文标题：rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking论文链接：https://arxiv.org/pdf/2501.04519Github 链接：https://github.com/microsoft/rStar（即将开源）经过 4 轮自我进化，吸纳了 747k 数学问题合成的数百万数据，rStar-Math 将 SLM 的数学推理能力提升到了...