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single-parameter-fit Public
Real numbers, data science and chaos: How to fit any dataset with a single parameter
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public-key-encryption Public
Public key encryption for pedestrians: RSA + OAEP padding with a real SSH key. End to end tutorial and extended PDF with all details...
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spiralNet Public
Looking at the manifold hypothesis in deep learning. Creating a simple spiral dataset allows me to reveal how neural networks follow an optimal packing strategy during their training.
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backpropagation-CNNs Public
Deep learning for pedestrians: backpropagation in CNNs. Latex and PyTorch code to verify theoretical derivations.
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edX course on "Quantum Machine Learning"
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coastlineTrip Public
Imagine you're on your favorite beach staring straight out into the sea. If you followed this line of sight, where would you make first landfall and which countries would you cross until you come b…
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ab-testing Public
In-depth investigation of finite size effects and slow convergence of power statistics in the context of AB tests.
R UpdatedOct 4, 2017 -
money-distribution Public
Solving a riddle: Gather a bunch of people and give them equal amounts of money. They start to randomly exchange money between each other. What's the distribution of money after a long time?
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autograd Public
Forked from HIPS/autogradEfficiently computes derivatives of numpy code.
Python MIT License UpdatedJun 20, 2017 -
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time-series-clusters Public
Extracting order from time series
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shortest-paths-algos-neo4j Public
First steps into graph algorithms using Neo4j
Java UpdatedAug 18, 2016 -
self-driving-robot Public
Programming a robotic car
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document-classification Public
Simple document classifier using Apache Spark
Scala UpdatedMay 19, 2016 -
spark-streaming-visualize Public
Simple demonstration of how to build a complex real time machine learning visualization tool.