BigSnarf blog

Infosec FTW

Monitor Database with canaries

CanaryInACoalMine_2

Strategically placed data that has an alert signature

Gradient Descent Algorithms – Auto ML

Distributed Tensorflow

Denoising Data

Reinforcement Learning asynchronous gradient descent

CkesulXUoAEBDuW

Screen Shot 2016-06-09 at 6.43.07 AM

http://arxiv.org/pdf/1602.01783v1.pdf

https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf

Guest Post (Part I): Demystifying Deep Reinforcement Learning

https://github.com/coreylynch/async-rl

https://classroom.udacity.com/courses/ud600/lessons/4100878601/concepts/6512308640923

http://rll.berkeley.edu/deeprlcourse/#lecture-videos

http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Teaching.html

https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/

http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html

http://cs.stanford.edu/people/karpathy/reinforcejs/

http://www.seas.upenn.edu/~cis519/fall2015/lectures/14_ReinforcementLearning.pdf

Event Stream Aggregations visually

Screen Shot 2016-06-01 at 11.25.50 AMScreen Shot 2016-06-01 at 11.35.01 AMScreen Shot 2016-06-01 at 11.35.14 AMScreen Shot 2016-06-01 at 11.35.42 AMScreen Shot 2016-06-01 at 11.35.53 AMScreen Shot 2016-06-01 at 11.39.20 AM

Classifier comparisons visually

MLIntro2

Who is inside your bot?

Hors d’oeuvre Machine Learning Algorithms

Ensemble-AlgorithmsDimensional-Reduction-AlgorithmsDeep-Learning-AlgorithmsArtificial-Neural-Network-AlgorithmsAssoication-Rule-Learning-AlgorithmsClustering-AlgorithmsBayesian-AlgorithmsDecision-Tree-AlgorithmsRegularization-AlgorithmsInstance-based-AlgorithmsRegression-AlgorithmsSemi-supervised-Learning-AlgorithmsUnsupervised-Learning-AlgorithmsSupervised-Learning-Algorithms

A Tour of Machine Learning Algorithms

Text Feature Extraction in Frequency Matrix

y3oku

http://scikit-learn.org/stable/auto_examples/model_selection/grid_search_text_feature_extraction.html

http://stackoverflow.com/questions/20574257/constructing-a-co-occurrence-matrix-in-python-pandas

uses of syntaxnet a.k.a parse mcparseface

Google’s SyntaxNet and Sentiment Analysis

 

Follow

Get every new post delivered to your Inbox.

Join 55 other followers