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kaggle-ndsb

Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

kaggle-rain

Winning solution to the Kaggle competition - How Much Did It Rain? II

kaggle-right-whale

2nd place solution to the Kaggle Right Whale challenge

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.

kaggle-taxi-ii

Winning solution for the Taxi-Trip Time Prediction Challenge on Kaggle

kaggle-tools

Some tools that I often find myself using in Kaggle challenges.

kaggle-yelp-restaurant-photo-classification

Winning solution scripts

kaggle_diabetic_retinopathy

Fifth place solution of the Kaggle Diabetic Retinopathy competition.

kaggle_ndsb2

3rd place solution for the second kaggle national datascience bowl

kaggle_ndsb2017

Kaggle datascience bowl 2017

kaggle_titanic

the data and ipython notebook of my attempt to solve the kaggle titanic problem

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-adversarial

Keras Generative Adversarial Networks

keras-attention

Visualizing RNNs using the attention mechanism

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-fcn

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

keras-flappybird

Using Keras and Deep Q-Network to Play FlappyBird

keras-frcnn

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-inceptionv4

Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)

keras-language-modeling

:book: Some language modeling tools for Keras

keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras-resources

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

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-rl

Deep Reinforcement Learning for Keras.

keras-squeezenet

SqueezeNet implementation with Keras Framework

keras-text

Text Classification Library in Keras