coxy1989/mfml

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coxy1989/mfml

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Solution notebooks for Imperial College's Mathematics for Machine Learning Coursera.

isl

Solutions to the labs and exercises in ISL.

Jupyter Notebook

superconv

TensorFlow/Keras implementation of the paper: 'Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates'

Jupyter Notebook

mlsabbatical

My ML Sabattical

clj_mnist

MNIST handwritten digit classification with Clojure.

clr

Pytorch implementation of the paper: 'Cyclical Learning Rates for Training Neural Networks'

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house-prices

An exploratory data analysis, data pipeline and models for the kaggle contest: House Prices: Advanced Regression Techniques

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rx

Character level language model trained on the British National Formulary (BNF).

tfmr

Keras/Tensorflow implementation of the decoder from the transformer as described in the paper: "Attention Is All You Need"

bloomberg-foml

My solutions to the assignments from Bloomberg's 'Foundations of Machine Learning' - *DISCONTINUED - see my ISL repo instead*

algs

Numpy implementations of a handful of statistical learning algorithms.

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ng_ml

Solutions to the assignments from Andrew Ng's Machine Learning Coursera.

nvim

My neovim config

tf_warmup

Examples exercising the key TensorFlow abstractions

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iTermPreferences

My iTermPreferences

west-nile-virus

An exploratory data analysis, data pipeline and models for the kaggle contest: West Nile Virus Prediction

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