jrzaurin/ml-pipeline

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jrzaurin/ml-pipeline

jrzaurin

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Using Kafka-Python to illustrate a ML production pipeline

pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

LightGBM-with-Focal-Loss

An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems

RecoTour

A tour through recommendation algorithms in python [IN PROGRESS]

Jupyter Notebook

Wide-and-Deep-Keras

Keras implementation of Tensorflow's Wide and Deep Algorithm

tabulardl-benchmark

Benchmark tabular Deep Learning models against each other and other non-DL techniques

nlp-stuff

A bit of everything about text and nlp [IN PROGRESS]

Jupyter Notebook

Shoe-Shape-Classifier

Using the shape context algorithm to classify shoe shapes

neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

Jupyter Notebook

infinitoml

Jupyter Notebook

pytorch-tutorial-pydata-cambridge

Content of the presentation at the PyData meetup in Cambridge

Jupyter Notebook

Topic_Modelling_and_Self_Organizing_Maps

Topic modelling (Latent Dirichlet Allocation) and Self Organizing Maps (in python and R)

Jupyter Notebook

tfidf-searcher

Simple tf-idf searcher in R

workshop_milan18

Mild introduction to computer vision and NLP with Keras

Jupyter Notebook