🔨 用Python+Numpy+Pytorch实现《数值分析》(Timothy Sauer著) 的所有算法。
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Oct 6, 2023 - Python
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mathematics-for-machine-learning
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[AI6104] Mathematics for AI is a core course of MSAI, SCSE, NTU, Singapore. The repository corresponds to the AI6104 of Semester 1, AY2021-2022, starting from 08/2021. The instructor of this course is Prof. Adams Kong.
mathematics
mlp
gradient-descent
ntu
backpropagation
mathematics-for-machine-learning
scse-ntu
ai6104
msai
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Nov 8, 2023
This repository offers my learnings, reference solutions for developing intuition and troubleshooting assignments. Reflecting my experience in a program by deeplearning.ai.
machine-learning
statistics
deep-learning
calculus
linear-algebra
probability
coursera
matrices
coursera-machine-learning
coursera-data-science
deeplearning-ai
mathematics-for-machine-learning
coursera-assignment-solution
coursera-mathematics
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Dec 18, 2023 - Jupyter Notebook
Mathematics for Machine Learning Specialization : assignment solutions
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Jul 2, 2021 - Jupyter Notebook
Companion webpage to the book "Mathematics For Machine Learning"
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Apr 12, 2019
Mathematics for Machine Learning and Data Science Specialization
linear-algebra
probability-statistics
deeplearning-ai
mathematics-for-machine-learning
calculus-and-optimization-in-ml
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Jun 15, 2023 - Jupyter Notebook
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