Python 100 times faster than Grumpy

Python vs Grumpy on the Fibonacci Benchmark

Distributed task queues for machine learning in Python – Celery, RabbitMQ, Redis

Benchmark of distributed task queues for machine learning in Python

Kerasvis - Web based Gradient Descent Visualization in Python

Kerasvis - Visualizing Gradient Descent Like Optimizations in Python. For Keras and other packages.

Python's Attribute Descriptors

A take on Python's awesome attribute descriptors and how they can be used to implement bound methods.

Support vector machines do not always separate linearly separable data

A simple 1D example of a support vector machine (SVM) failing to separate linearly separable classes

Books to read to improve your (Python) programming skills

A review on books which help you to write better code. In Python and in other languages.

Factor analysis, principal component analysis and scikit learn

A comparison of factor analysis and principal component analysis. Why you should never trust a black box.

A Python Timer as Context Manager

Use a context manager to time your code.

Expectation Maximization in Python

Python implementation of the EM algorithm for a Gaussian mixture model

Expectation Maximization Theory

Theory and convergence proof of the Expectation Maximization algorithm

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