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krist-papadopoulos

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kristpapadopoulos / seriesnet

Time series prediction using dilated causal convolutional neural nets (temporal CNN)

machine-learning deep-learning time-series keras cnn series toronto series-prediction convolutional-neural-networks wavenet financial-analysis university-of-toronto series-forecasting dilated-cnn tcnn seriesnet krist-papadopoulos

Updated Jun 19, 2022
Python

kristpapadopoulos / neural-processes

Keras, Tensorflow eager execution implementation of Neural Processes

time-series neural-network tensorflow keras regression toronto variational-inference variational-autoencoder tensorflow-probability krist-papadopoulos neural-processes

Updated Oct 12, 2018
Python

kristpapadopoulos / categorical-variational-autoencoder

Keras, Tensorflow eager execution implementation of Categorical Variational Autoencoder

tensorflow keras mnist generative-model toronto variational-inference variational-autoencoder gumbel-softmax categorical tensorflow-eager tensorflow-probability krist-papadopoulos categorical-variational-autoencoder

Updated Sep 25, 2018
Python

kristpapadopoulos / keras-exponential-smoothing

Keras, Tensorflow eager execution layers for exponential smoothing

machine-learning timeseries tensorflow keras series forecasting toronto keras-layer series-forecasting exponential-smoothing holt-winters krist-papadopoulos

Updated Jun 14, 2022
Python

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