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idillegal's Projects

chatbot icon chatbot

Сonversational chatbot implemented in TensorFlow(Keras) based on the seq2seq encoder-decoder model with attention

encoder_decoder icon encoder_decoder

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

kerasquantilemodel icon kerasquantilemodel

Quantile Regression using Deep Learning. An alternative to Bayesian models to get uncertainty.

nmt.matlab icon nmt.matlab

Code to train state-of-the-art Neural Machine Translation systems.

pqrfatdsl_recreation icon pqrfatdsl_recreation

Recreation of the findings presented in the paper titled "Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning"

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

qrnn icon qrnn

QRNN (Quantile Regression Neural Network) Keras version

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