Notes

Algorithms

April 11, 2021

http://algorithmsilluminated.org/

https://learning.oreilly.com/videos/algorithms-24-part-lecture

https://www.programiz.com/dsa - solid resource on data structures and algorithms

DFS

https://medium.com/enjoy-algorithm/find-all-possible-combinations-of-k-numbers-from-1-to-n-88f8e3fad33c

Rotation Matrixes

https://en.wikipedia.org/wiki/Rotation_matrix

All possible rotations of a point in space. For 3d it's 24.

https://www.euclideanspace.com/maths/algebra/matrix/transforms/examples/index.htm examples of the steps with visuals

https://www.euclideanspace.com/maths/geometry/rotations/euler/indexLocal.htm - explanation of Euler angles

Data Science

https://cheatography.com/chewxy/cheat-sheets/data-science-in-go-a/ - data science cheet sheet, methods by framework for gonum, numpy and tensor flow

Machine learning foundations course

https://www.youtube.com/watch?v=Qc19jQWHdL0&list=PLRDl2inPrWQW1QSWhBU0ki-jq_uElkh2a

https://github.com/jonkrohn/ML-foundations/blob/master/notebooks/1-intro-to-linear-algebra.ipynb

Longest Path (NP-Hard)

https://www.geeksforgeeks.org/find-longest-path-directed-acyclic-graph/

https://en.wikipedia.org/wiki/Edge_contraction - optimization for directed graphs

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