Notebook
Archive
Older writing, experiments, and field notes.
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How to Create an Image Classifier
Today's post is, as the title says, how to create an image classifier. We will use a dataset from Kaggle(download here https://www.kaggle.com/shashwatwork/knee-osteoarthritis-dataset-with-severity). This data is x-ray...
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PyAutoGui - Runescape Bot
Today's blog will be about automation. More specifically, about using the package called PyAutoGui, to automate actions in a video game called Runescape. Runescape is a Massive Multiplayer Online Role-Playing Game(MMO...
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Pymc3 and the NBA
Welcome back to the fifth blog in the BA blog series. The theme of today's blog is, by far, one of my favourite topics - sports. I will demonstrate the power that pymc3, a Bayesian statistical modelling package for py...
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Numba
Today's blog post will be on Numba, a python package that is used for speeding up loops, NumPy functions and NumPy broadcasting. This package is hyper-powerful for those who are looking to speed up their service speed...
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Google Colab
This blog post will be centred about(and written on), Google Colab. The free, hyper-powerful program built by Google that allows people to take their work to a higher level. Google Colab itself allows users, with Goog...
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Altair
This week's blog will be about the importance of visualizations. I will take a bad example of a chart, in this case, a pie chart released by Fox news in 2012 showing Vice President candidates, and create a new chart -...
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Exploratory Analysis
Exploratory Analysis So you come into work on a Monday morning and find that your boss has tasked you with finding some insights on a current data set. You open the excel file and see that there are countless rows and...