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BigDataScientist's Projects

jump.jl icon jump.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

kafka-streams-machine-learning-examples icon kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, DeepLearning4 and other technologies.

kaggle-1 icon kaggle-1

A collection of Kaggle solutions. Not very polished.

kaggle-3 icon kaggle-3

Codes for several practice contests in Kaggle

kaggle-4 icon kaggle-4

Additional files for the Otto Group Challenge hosted by Kaggle

kaggle-cifar icon kaggle-cifar

Code for the CIFAR-10 competition at Kaggle, uses cuda-convnet

kaggle-seeclickfix-ensemble icon kaggle-seeclickfix-ensemble

Prize winning solution to the SeeClickFix contest hosted on Kaggle, developed by teammates Bryan Gregory and Miroslaw Horbal. The purpose of the contest was to train a model (as scored by RMSLE) using supervised learning that will accurately predict the views, votes, and comments that an issue posted to the www.seeclickfix.com website will receive. My teammate and I used this ensemble code base to combine our top ranked individual models to create a prize-winning solution, defeating >500 other teams and winning a prize of $1,000.

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-resources icon keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

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