John Purcell @CaveOfProgram
Founder of https://t.co/JPpCPhUksc caveofprogramming.com Trieste Joined December 2012-
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Neural Network: Squares Fairly simple of a neural network in Python, just squaring numbers. caveofpython.com/machine-learni…
Classifying Irises with a Neural Network. There's a lot of new ideas in one post if you've not studied this previously, but in future posts I mean to break it all down. caveofpython.com/machine-learni…
Using PCA and Logistic Regression to Predict Breast Cancer Diagnosis. Unfortunately not useful unless you have whatever machine measures the shapes of cell nuclei though, plus a biopsy. caveofpython.com/machine-learni…
I'd love to make a course on machine learning in Java. But libraries for Java are so lacking compared to Python. You can build neural nets in Java, but suppose you want to visualise data. In Python there's Seaborn and Pyplot. In Java we seem to be stuck with primitive stuff.
Principal component analysis with agglomerative clustering for the Iris Flower Dataset. caveofpython.com/machine-learni…
Principal Component Analysis: an intuitive explanation. Hopefully. caveofpython.com/machine-learni…
Adding to Clusters: Nearest Neighbours A post on what to do if you've found some clusters in your data but then want to figure out which of these clusters new data belongs to. caveofpython.com/machine-learni…
Scikit-Learn Agglomerative Clustering caveofpython.com/machine-learni…
Hierarchal Clustering: Dendrograms caveofpython.com/machine-learni…
Clustering Irises with DBSCAN caveofpython.com/machine-learni…
Nearest Neighbours: Finding Epsilon for DBSCAN caveofpython.com/machine-learni…
If I'm writing tutorials, what would you prefer to know about?
There are going to be a lot of horrific AI arms races between generators and detectors, and when the dust settles, things are going to be a little different.
There are going to be a lot of horrific AI arms races between generators and detectors, and when the dust settles, things are going to be a little different.
Well since I started posting Python stuff, I've lost two followers and gained one. Clearly I'm going to have to get back on the Java at some point. Maybe I can look at how to do Python-type AI stuff in Java ....
Today I've got an article on the "elbow method" for finding the optimum number of clusters in data, particularly with K-means clustering. Quite pleased with my supermarket analogy here! caveofpython.com/machine-learni…
Python machine learning tutorial: today I've got an article on KMeans clustering. An interesting thing about clustering is that it's widely misunderstood by non-statisticians. People commonly argue that if clusters aren't perfect, they don't exist. caveofpython.com/machine-learni…
Thanks to this thread I finally got my nuclear bombs working properly.
Thanks to this thread I finally got my nuclear bombs working properly.
Python machine learning: today I've got a tutorial on using confusion matrices to figure out which values have been classified correctly or incorrectly by your model. caveofpython.com/machine-learni…
I do think analogue computing might be the way forward but this is a bit twisted.
I do think analogue computing might be the way forward but this is a bit twisted.
Python machine learning tutorial: normalising data. My simple machine learning model can tell the grape variety here from grape size. Using a camera and image recognition would cut out having to measure the grapes though .... caveofpython.com/machine-learni…
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