Pinned Repositories
ab-testing
In-depth investigation of finite size effects and slow convergence of power statistics in the context of AB tests.
autograd
Efficiently computes derivatives of numpy code.
backpropagation-CNNs
Deep learning for pedestrians: backpropagation in CNNs. Latex and PyTorch code to verify theoretical derivations.
coastlineTrip
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 back home?
edX---Quantum-Machine-Learning
edX course on "Quantum Machine Learning"
money-distribution
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?
self-driving-robot
Programming a robotic car
single-parameter-fit
Real numbers, data science and chaos: How to fit any dataset with a single parameter
spark-streaming-visualize
Simple demonstration of how to build a complex real time machine learning visualization tool.
spiralNet
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.
Ranlot's Repositories
Ranlot/single-parameter-fit
Real numbers, data science and chaos: How to fit any dataset with a single parameter
Ranlot/spiralNet
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.
Ranlot/edX---Quantum-Machine-Learning
edX course on "Quantum Machine Learning"
Ranlot/spark-streaming-visualize
Simple demonstration of how to build a complex real time machine learning visualization tool.
Ranlot/backpropagation-CNNs
Deep learning for pedestrians: backpropagation in CNNs. Latex and PyTorch code to verify theoretical derivations.
Ranlot/coastlineTrip
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 back home?
Ranlot/money-distribution
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?
Ranlot/self-driving-robot
Programming a robotic car
Ranlot/ab-testing
In-depth investigation of finite size effects and slow convergence of power statistics in the context of AB tests.
Ranlot/autograd
Efficiently computes derivatives of numpy code.
Ranlot/document-classification
Simple document classifier using Apache Spark
Ranlot/fooling-neural-nets
Ranlot/nand2tetris
Building a computer from the NAND gate
Ranlot/public-key-encryption
Public key encryption for pedestrians: RSA + OAEP padding with a real SSH key. End to end tutorial and extended PDF with all details...
Ranlot/shortest-paths-algos-neo4j
First steps into graph algorithms using Neo4j
Ranlot/time-series-clusters
Extracting order from time series