GitHub topics: mathematics-machine-learning
rkrmech2ml/Machine_Learning
I)Testing and practicing different machine learning algorithms II) Mathematical modeling and simulation algorithms.
Language: Jupyter Notebook - Size: 433 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

mrunalnshah/Mathematics-for-Machine-Learning-and-Data-Science
From the Specialization of Mathematics for Machine Learning and Data Science by DeepLearning.AI from Coursera.
Language: Jupyter Notebook - Size: 130 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 6

cyrus2281/notes
Notes taken during studying mathematics and machine learning
Language: Jupyter Notebook - Size: 63.1 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

ajeetkbhardwaj/Foundation-of-Applied-Mathematics
Lab of Applied Mathematics is the collection of all the computational study work using different resources (online or offline) that I did during my Graduation in Applied Mathematics and Post Graduation in Mathematics and Computing (Applied Mathematics)
Language: HTML - Size: 17 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

wj-jason/Neural-Networks-From-Scratch
A walk through of the creation of a deep neural network from scratch!
Language: Python - Size: 3.28 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

ftrifoglio/math-for-ml
Notes from Mathematics for Machine Learning and Data Science Specialization
Language: Jupyter Notebook - Size: 99.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 1

ngmsonn/Awesome_Machine_Learning
Awesome resources for learning, practicing, and researching Machine Learning.
Size: 82 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1

Daniel-Sinkin/Research-and-Development
My personal notes for learning about programming and math (in particular statistics). So far it's mostly just my solutions to book exercises, maybe I'll write up some things later on. This repo consists of my studying after leaving university, I won't upload the notes from before that.
Language: Jupyter Notebook - Size: 176 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

jsdhami/Data-Science-With-Python
Data Science With Python->Target: AI/ML
Language: HTML - Size: 1.12 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

LamKser/MAI391
Mathematics for Machine Learning Computer Project
Language: Jupyter Notebook - Size: 2.21 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AdityaGupta030697/Mathematics-for-Machine-Learning
This repository contains the code for all the programming tasks of the Mathematics for Machine Learning courses taught at Coursera by Imperial College London
Language: Jupyter Notebook - Size: 7.44 MB - Last synced at: 11 months ago - Pushed at: almost 7 years ago - Stars: 34 - Forks: 36

omkarfadtare/Essential
These are the handwritten notes on, how to set up an IDE, an introduction to Conda environment, how to use Git and GitHub for version control, and mathematics for data science.
Size: 472 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

avdosev/optimization_methods
Численные методы оптимизации реализованные для курса ВолгГТУ "Методы оптимизации"
Language: Python - Size: 57.6 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 16 - Forks: 6

BanaanKiamanesh/Certifs
My Collection of Certificates!
Size: 9.56 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Phantom-fs/Mathematics-for-Machine-Learning
MATHEMATICS FOR MACHINE LEARNING Coursera Specialization by IMPERIAL COLLEGE LONDON
Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

TheKidPadra/Mathematics_for_Machine_Learning
This repository contains a comprehensive collection of mathematical concepts and techniques relevant to various fields of AI, including ML, DL & other areas.It also includes the corresponding source code for all programming tasks associated with the Mathematics for Machine Learning courses, which are taught at Coursera by Imperial College London.
Language: Jupyter Notebook - Size: 3.74 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

EsterHlav/Dynamical-Isometry-from-Orthogonality-Neural-Nets
Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthogonal regularizer on RNNs with SeqMNIST dataset.
Language: Jupyter Notebook - Size: 7.71 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 2

scottschmidl/anonymous_data_scientist
Anonymous Data Scientist
Language: Python - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

manvimadandotai/Mathematics-for-Machine-Learning-
This repository consists of my assignment submissions for Mathematics in machine Learning course by Imperial College on Coursera.
Language: Jupyter Notebook - Size: 1.33 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 3

kushalshm1/Machine-Learning
Explanation of Mathematics used in Machine Learning Algorithms and some Projects
Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 11 - Forks: 13

VasiaKoum/Pattern-Recognition-ML
Assignments for lesson: Pattern Recognition - Machine Learning (UOA)
Language: Jupyter Notebook - Size: 2.44 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

claramatos/math-for-ml
Blank notebooks and solutions for the Mathematics for Machine Learning specialization by Imperial College of London on Coursera.
Language: Jupyter Notebook - Size: 21.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 11

Timothy102/plot
Go simple-to-use plotting library that includes visualization of vectors and matrices, the Gaussian distribution, time series and seasonality and more. It offers statistical components of datasets, such as the variance and covariance.
Language: Go - Size: 344 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

moiseyalaev/CNN-Personal-Research
Personal Research on the mathematical foundation of CNNs as well as my first computer vision problem
Language: Jupyter Notebook - Size: 3.27 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

replaybuffer/blog
Replay Buffer is a blog on machine learning, computer science and mathematics.
Language: HTML - Size: 8.62 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

TENS0RFlowJS/mml-book.github.io Fork of mml-book/mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
Size: 214 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

prtkmishra/Misc_Python_others
Repo contains miscellaneous programs
Language: Python - Size: 46.9 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

RealNicolasBourbaki/Mathmatics-for-Machine-Learning
Linear Algebra; Multivariate Calculus; Optimization; Probability and Statistics; Phenomena in High Dimensions; Approximation Theory; Functional Analysis, etc..
Size: 328 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

PyDataPune/PyData_Pune_Gang_Up-I
Official Repository for Pydata Pune Meetup - Gang Up -I
Language: HTML - Size: 8.02 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 4
