machineLearning

POC IDS anomaly detection engine built with iPython notebook, matplotlib, pandas, numpy, scikit-learn, d3.js

POC IDS anomaly detection engine built with iPython notebook, matplotlib, pandas, numpy, scikit-learn, d3.js, hyperloglog implementation, PYCON 2013 Intro and Advanced Machine Learning Tutorial Notebooks ![alt text][logo] [logo]: https://raw.github.com/bigsnarfdude/machineLearning/master/Screen%20Shot%202012-12-13%20at%202.57.06%20PM.png "Naive Bayes Classifier for DNS Exfil Screenshot"

Name		Name	Last commit message	Last commit date
Latest commit History 31 Commits
linkedin		linkedin
notebooks		notebooks
.gitignore		.gitignore
00_Preliminaries.ipynb		00_Preliminaries.ipynb
01_introduction.ipynb		01_introduction.ipynb
02_sklearn_data.ipynb		02_sklearn_data.ipynb
03_machine_learning_101.ipynb		03_machine_learning_101.ipynb
04_houses_regression.ipynb		04_houses_regression.ipynb
05_iris_classification.ipynb		05_iris_classification.ipynb
06_iris_dimensionality.ipynb		06_iris_dimensionality.ipynb
07_iris_clustering.ipynb		07_iris_clustering.ipynb
08_linearly_separable.ipynb		08_linearly_separable.ipynb
09_validation_and_testing.ipynb		09_validation_and_testing.ipynb
10_digits_classification.ipynb		10_digits_classification.ipynb
11_photoz_regression.ipynb		11_photoz_regression.ipynb
Interface.py		Interface.py
README.md		README.md
Screen Shot 2012-12-13 at 2.57.06 PM.png		Screen Shot 2012-12-13 at 2.57.06 PM.png
Sentiment_Translink.ipynb		Sentiment_Translink.ipynb
Vectorizing.ipynb		Vectorizing.ipynb
dijkstra.py		dijkstra.py
es_query.py		es_query.py
esloader.py		esloader.py
finite_state_machine.py		finite_state_machine.py
flash_es.py		flash_es.py
flask_es.py		flask_es.py
good_vs_evil.py		good_vs_evil.py
kdd_preprocessing.py		kdd_preprocessing.py
mason_vs_sklearn_naive_bayes.py		mason_vs_sklearn_naive_bayes.py
reflections_comparisons.py		reflections_comparisons.py
shakespeare_vs_attwood.py		shakespeare_vs_attwood.py
sketches.py		sketches.py
suck_sort.py		suck_sort.py
tag_clustering.py		tag_clustering.py
twitter_christmas_scraper.py		twitter_christmas_scraper.py
undersample.py		undersample.py

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