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kaggle-state-farm-distracted-driver-detection

This repo has keras CNN model

kaggle-statefarm

detecting distracted drivers

kaggle-titanic

A Keras/TensorFlow + XGBoost ensemble Neural Network stack.

kaggle-toxic-comments

Ensemble stacking using Keras / Tensorflow. Used LSTM RNN, Logistic Regression & XGB Classifier for first level, and simple CNN for metalearning.

kaggle-vote

Tensorflow/Keras implementation of ensemble models for Kaggle Challenge (Voting Prediction)

kaggle_101

Some work on Kaggle data for fun

kaggle_digit_recognizer_with_deap

Kaggle digit recognizer with deap is an implementation of genetic algorithm that tries to optimize model produced by lenet5 using this CNN option (learning rate, batch size, receptive field etc) as hyperparameters optimized by genetic algo

kaggle_ford_challenge

Kaggle Competition

kaggle_state_farm

VGG & Resnet Neural Networks for Kaggle's State Farm Distracted Driver Detection contest (Tensorflow)

kentautoml

Implementation of a CoDeepNEAT-style AutoML algorithm for developing neural net architectures

keras

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

keras-1

Good example of Keras ANN, CNN, RNN including merge capabilities and LSTM

keras-2

keras-adabound

Keras implementation of AdaBound

keras-adversarial

Keras Generative Adversarial Networks

keras-android

Implementation of Handwritten digits classification from MNIST on Android using Keras and TensorFlow.

keras-android-xor

How to run a Keras model on Android using Tensorflow API.

keras-anime-face-recognition

keras-ann

My neural network stuff with Keras

keras-application-zoo

Reference implementations, Keras code and weights files, of popular deep learning models missing from keras-applications and keras-contrib

keras-applications

Reference implementations of popular deep learning models.

keras-attention-augmented-convs

Keras implementation of Attention Augmented Convolutional Neural Networks

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-audio

keras project for audio deep learning

keras-autoencoder

Collection of autoencoders written in Keras

keras-bda

A Bayesian Data Augmentation Approach for Learning Deep Models in Keras

keras-blog

Blog with Keras news, tutorials, and demos.

keras-cats-dogs-tutorial

A practical example of image classifier with Keras 2.x and TensorFlow backend, using the Kaggle Cats vs. Dogs dataset. By taking advantage of Keras' image data augmentation capabilities (and also random cropping), we were able to achieve 99% accuracy on the trained model with only 2,000 images in the training set.

keras-center-loss-mnist

keras implementation of A Discriminative Feature Learning Approach for Deep Face Recognition based on MNIST

keras-classification-models

Collection of Keras models used for classification