kaihulme/machine-learning kaihulme/machine-learning

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    Jupyter Notebook
  • Created about 4 years ago
  • Updated almost 3 years ago
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kaihulme/machine-learning
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kaihulme

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Repository Details

Series of Jupyter Notebooks exploring Machine Learning methods.

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memory-of-wine

Classification and clustering methods in Python - Kai Hulme and Jack Bond-Preston
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computer-vision

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generative-learning

Generative learning using autoencoders and GANs with Keras.
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artificial-intelligence

Agent-based artificial intelligence, genetic algorithms and modelling.
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django-web

Django web app.
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unknown-signal

Least squares regression classifier in Python.
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alspac-mhst

ALSPAC data analysis studying links between screen-usage and mental health issues in children. Provided data has been synthesised.
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kaggle-house-prices

Submission for Kaggle House Prices : Advanced Regression Techniques competition.
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version-control

Version control and CI/CD with GitHub and Travis.
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cv

Kai Hulme's CV, based on the Awesome-CV template.
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spring-boot-demo

Demo project showing the setup of a simple Spring Boot web application.
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breadcrumbs

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data-science-project-outline

Outline of data science project workflow
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game-of-life

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ad-gan

Applying generative adversarial networks to medical imaging for increased disease detection rates with little training data.
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Object detection using YOLO-V3 with OpenCV in C++.
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nestpi

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