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- A Tutorial on Hidden Markov Model with a Stock Price Example - Part 1
- Two Ways to Perform Linear Regression in Python with Numpy and Scikit-Learn
- A Tutorial on Hidden Markov Model with a Stock Price Example – Part 2
- Executing a Python Script from a C# Program
- Gaussian Mixture Model with Application to Anomaly Detection
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# Tag Archives: python

## (Jan-17) Did You Know That?

A brand new idea for my blog in 2017 is a monthly Did You Know That digest where I am going to share with you m things (where m<=3) that I recently learnt and found to be useful. I am … Continue reading

Posted in Home, Machine Learning
Tagged Machine Learning, python, scikit-learn

## Python gotchas

Here is the thing – I am a big fan of Python programming language. Now that there is an Intel distribution of Python, I don’t think I ever want to write in any other language again… Having said that, Python … Continue reading

Posted in Home, Python Programming
Tagged python

## samplepy – a new Python Sampling Package

Hello my blog readers, This post is to introduce a new Python package samplepy. This package was written to simplify sampling tasks that so often creep-up in machine learning. The package implements Importance, Rejection and Metropolis-Hastings sampling algorithms. samplepy has … Continue reading

Posted in Machine Learning, Python Programming
Tagged Machine Learning, python, sampling

## A Tutorial on Hidden Markov Model with a Stock Price Example – Part 2

This is the 2nd part of the tutorial on Hidden Markov models. In this post we will look at a possible implementation of the described algorithms and estimate model performance on Yahoo stock price time-series. Implementation of HMM in Python … Continue reading

Posted in Machine Learning, Python Programming
Tagged Machine Learning, python

## A Tutorial on Hidden Markov Model with a Stock Price Example – Part 1

This tutorial is on a Hidden Markov Model. What is a Hidden Markov Model and why is it hiding? I have split the tutorial in two parts. Part 1 will provide the background to the discrete HMMs. I will motivate … Continue reading

Posted in Machine Learning, Python Programming
Tagged Machine Learning, python