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Andrew Carl's Projects

tensorflow-intro icon tensorflow-intro

Introduction to TensorFlow. Basic operators, linear and logistic regression and Tensorboard

tensorflow-isan-rnn icon tensorflow-isan-rnn

Input Switched Affine Networks: An RNN Architecture Designed for Interpretability. http://proceedings.mlr.press/v70/foerster17a/foerster17a.pdf

tensorflow-maxout icon tensorflow-maxout

Maxout Networks TensorFlow implementation presented in https://arxiv.org/abs/1302.4389

tensorflow-ml icon tensorflow-ml

Different machine learning algorithms implementation in Tensorflow

tensorflow-mnist-cgan-cdcgan icon tensorflow-mnist-cgan-cdcgan

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

tensorflow-mnist-cnn icon tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

tensorflow-mnist-gan-dcgan icon tensorflow-mnist-gan-dcgan

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

tensorflow-neat icon tensorflow-neat

implementation of neat like genetic algorithm for finding network topologies in tensorflow

tensorflow-neuroevolution icon tensorflow-neuroevolution

Neuroevolution Framework for Tensorflow 2.0, implementing among others the NE algorithm NEAT or custom hybrid-algorithms

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