|
mcrovella's
repositories
|
|
.github
|
|
Resources
|
|
data
|
|
docs
|
|
figs
|
|
obsolete
|
|
01-Intro-to-Python.ipynb
|
|
02A-Git-Jupyter.ipynb
|
|
02B-Pandas.ipynb
|
|
03-Probability-and-Statistics-Refresher.ipynb
|
|
04-Linear-Algebra-Refresher.ipynb
|
|
05-Distances-Timeseries.ipynb
|
|
06-Clustering-I-kmeans.ipynb
|
|
07-Clustering-II-in-practice.ipynb
|
|
08-Clustering-III-hierarchical.ipynb
|
|
09-Clustering-IV-GMM-EM.ipynb
|
|
10-Low-Rank-and-SVD.ipynb
|
|
11-Dimensionality-Reduction-SVD-II.ipynb
|
|
12-Anomaly-Detection-SVD-III.ipynb
|
|
13-Learning-From-Data.ipynb
|
|
14-Classification-I-Decision-Trees.ipynb
|
|
15-Classification-II-kNN.ipynb
|
|
16-Classification-III-NB-SVM.ipynb
|
|
17-Regression-I-Linear.ipynb
|
|
18-Regression-II-Logistic.ipynb
|
|
19-Regression-III-More-Linear.ipynb
|
|
20-Recommender-Systems.ipynb
|
|
21-Networks-I.ipynb
|
|
22-Networks-II-Centrality-Clustering.ipynb
|
|
23-Gradient-Descent.ipynb
|
|
Dockerfile
|
|
MF.py
|
|
Makefile
|
|
README.md
|
|
_config.yml
|
|
_toc.yml
|
|
als.py
|
|
amazon-recs-dense-submatrix.csv.gz
|
|
common.py
|
|
laUtilities.py
|
|
landing-page.md
|
|
lmafit.py
|
|
ln_preamble.py
|
|
requirements.in
|
|
requirements.txt
|
|
slideUtilities.py
|