Computational Linear Algebra


Topic Replies Activity
Lectures for computational linalg v2 1 August 10, 2018
Singular Value Decomposition - Blog 4 August 7, 2018
CP Decomposition 1 June 14, 2018
Numpy replace specific rows and columns of one array with specific rows and columns of another array 3 June 9, 2018
Another set of lecture notes 3 June 5, 2018
Linear Algebra only for NLP? 2 May 14, 2018
python code for Video 2 lectures 1 March 25, 2018
Any suggestions for understanding orthonormality, orthogonality? 5 March 22, 2018
What is pool8? 1 March 22, 2018
Summarizing the Essence of linear algebra Video series 1 March 21, 2018
Custom dot product 1 March 15, 2018
SVD Sign Ambiguity (for PCA "determinism") 1 March 1, 2018
Here's all the Matrix Calculus You Need For Deep Learning 2 February 19, 2018
My take on what I got from Videos and how I am managing my study 5 December 25, 2017
[Video 2] "MemoryError:" when doing the "Confirm that U, Vh are orthonormal" exercise 2 December 16, 2017
How much about the implementation of randomized SVD implementation in Notebook 2 should have been understood when Rachael moves on to Notebook 3? 1 December 9, 2017
Video 4 - How does taking powers of A help us get a better approximation? 1 December 9, 2017
Are all matrix decomposition slow or is it just SVD? 2 November 22, 2017
Minimizing forbenius norm is basically trying to make all elements of matrix as small as possible 2 November 22, 2017
What does the plot of components represent in video 2/notebook 2? 2 November 22, 2017
[Video 3] [Discussion] I think that in TF-IDF SVD negative values should be representing abstract concepts rather than the words themselves 1 November 14, 2017
Comp Lin Alg Blog 2 November 2, 2017
Video 1 questions and feedback 2 November 1, 2017
Notebook 2 - In most cases we won't be able to reconstruct the matrices exactly - why? 4 November 1, 2017
My take on why we I am doing this course what I achieved at the end of Lesson 1 1 September 23, 2017
A way to have the timing run just once and then run it throughout the notebook 1 September 24, 2017
3. Background Removal with Robust PCA --- Attribute error in video.subclip(0,50).ipython_display(width=300) 1 August 14, 2017
Packages and Extensions for Jupyter Notebooks 3 July 21, 2017
Pre requisites Video 8 - Some squishes feel squishier 2 July 20, 2017
Does this use Anaconda 2 or 3? 5 July 18, 2017