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nmcuong88's Projects

adversarial-neural-crypt icon adversarial-neural-crypt

Implementation of model described in 'Learning to Protect Communications with Adversarial Neural Cryptography' (Martín Abadi & David G. Andersen, 2016, https://arxiv.org/abs/1610.06918)

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

density_estimation icon density_estimation

Playground for nonparametric density estimation methods, course project for Physics PhD course on Statistics and Data Analysis @ University of Padova

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hyperas icon hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

keras_pyconcz icon keras_pyconcz

Deep Learning with Keras: from Zero to Hero in 3 Hours / Pycon CZ 2018

pyvisgraph icon pyvisgraph

Given a list of simple obstacle polygons, build the visibility graph and find the shortest path between two points

sonnet icon sonnet

TensorFlow-based neural network library

tflearn_seq2seq icon tflearn_seq2seq

Pedagogical example of sequence to sequence recurrent neural network with TensorFlow and TFLearn

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