List: Mathematics | Curated by Dennis Ganzaroli

Feb 18, 2022
10 stories
Mathematics
In
TDS Archive
by
Tivadar Danka
The Roadmap of Mathematics for Machine LearningUnderstanding the inner workings of neural networks from the ground-up
Oct 23, 2020
15
Oct 23, 2020
15
In
TDS Archive
by
Ester Hlav
5 Derivatives to Excel in Your Machine Learning InterviewCalculus behind Machine Learning: Review of Derivatives, Gradient, Jacobian, and Hessian
Sep 2, 2020
1
Sep 2, 2020
1
In
mkdir Awesome
by
Shinichi Okada
Modeling FunctionsFrom linear to logistic regression
Jan 28, 2020
Jan 28, 2020
In
TDS Archive
by
Dario Radečić
Taking Derivatives in PythonLearn how to deal with Calculus part of Machine Learning
Oct 7, 2019
11
Oct 7, 2019
11
In
TDS Archive
by
Tivadar Danka
The mathematics of optimization for deep learningA brief guide about how to minimize a function with millions of variables
Feb 18, 2020
2
Feb 18, 2020
2
In
TDS Archive
by
Ben Ogorek
The Kalman Filter and (Maximum) LikelihoodUse the statsmodels Python package to estimate unknown parameters
Jun 6, 2019
1
Jun 6, 2019
1
Ossi Myllymäki
Gauss-Newton algorithm implementation from scratchPython implementation of the powerful Gauss-Newton optimization method. All the code can be found from my GitHub repo.
Jun 27, 2020
2
Jun 27, 2020
2
In
The Startup
by
Col Jung
Differential Equations Versus Machine LearningDefine your own rules or let the data do all the talking?
Nov 2, 2020
9
Nov 2, 2020
9
In
Cantor’s Paradise
by
Jesus Najera
The Fourier SeriesA Basic Overview & Visual Introduction To The Magic Of Waves
Jan 26, 2020
6
Jan 26, 2020
6
In
The Startup
by
Pranjal Saxena
Artificial Intelligence Can Now Solve Partial Differential EquationsAI can now help in solving Partial differential equations.
Oct 31, 2020
Oct 31, 2020