coxy1989/mlsabbatical

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Created over 6 years ago
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coxy1989/mlsabbatical

coxy1989

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My ML Sabattical

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

clj_mnist

MNIST handwritten digit classification with Clojure.

clr

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

Jupyter Notebook

house-prices

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

Jupyter Notebook

rx

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

mfml

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

Jupyter Notebook

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.

Jupyter Notebook

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

Jupyter Notebook

iTermPreferences

My iTermPreferences

west-nile-virus

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

Jupyter Notebook