投稿

计算线性代数（fast.ai）（英文字幕）

4605

11

2017-07-22 15:34:34

http://www.fast.ai/2017/07/17/num-lin-alg/ 《Computational Linear Algebra - YouTube》 http://t.cn/RKH93Od textbook:http://t.cn/RKH93Ok

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1 Matrix Math, Accuracy, Memory, Speed, & Parallelization

01:43:02

2 Topic Modelling with SVD & NMF

01:40:48

3 Review, New Perspective on NMF, & Randomized SVD

01:41:18

4 Randomized SVD & Robust PCA

01:31:20

5 Robust PCA & LU Factorization

01:41:03

6 Block Matrix Mult, Broadcasting, & Sparse Storage

01:46:03

7 Compressed Sensing for CT Scans

01:37:08

8 Numba, Polynomial Features, How to Implement Linear Regression

01:35:53

9 PageRank with Eigen Decompositions

01:40:03

10 QR Algorithm to find Eigenvalues, Implementing QR Decomposition

01:36:36

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