├── .gitignore ├── README.md ├── archive ├── Neural Network on MNIST (using pytorch).ipynb ├── PCA.ipynb ├── Random Forest Implementation.ipynb ├── arterys_applicaton.ipynb ├── feature_eng_lecture.ipynb ├── feature_eng_nyc_taxi.ipynb └── xgboost.ipynb ├── datasets └── kmeans.csv ├── eigen-faces ├── README.md ├── eigen-faces.ipynb └── haarcascade_frontalface_default.xml ├── imgs ├── array.png ├── bubblepass.png ├── ci-plot.png ├── eigenfaces-faculty.png ├── eigenfaces-student.png ├── insertionsort.png ├── knn.jpg ├── mergesort.png ├── mergesortB.png ├── mnm.jpg ├── numpy.png ├── pokemon1.jpg ├── python-tips.jpg ├── quicksort.png ├── reconstruct-faculty.png ├── reconstruct-me.png ├── regex-example.png ├── regex.png └── selectionsort.png ├── plots ├── circular.html ├── kamadi.html └── reingold-layout.html ├── slides ├── Poster_DeepOdds.pdf ├── Poster_DeepOdds.pptx └── semi-supervised-learning.pdf ├── statistics └── stats-intro.ipynb ├── time-series └── ts-canadian_bankruptcy.Rmd ├── tutorials ├── 001-python-pandas.ipynb ├── 002-data-visualization.ipynb ├── 003-python-basics-numpy-regex.ipynb ├── 004-bokeh.ipynb ├── 005-network-data.ipynb ├── 006-network-visualization-plotly.ipynb ├── 007-geo-visualization.ipynb ├── 008-knn-scratch.ipynb ├── 009-model validation.ipynb ├── 010-algorithms.ipynb ├── 011-kmeans-scratch.ipynb └── 012-algorithms-practice-interviews.ipynb └── utils ├── processing.py └── xml-parser.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | *.DS_Store 2 | *data 3 | *fastai 4 | .ipynb_checkpoints/ 5 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shik3519/machine-learning/HEAD/README.md -------------------------------------------------------------------------------- /archive/Neural Network on MNIST (using pytorch).ipynb: 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