This repository contains various Google Colab notebooks with sophisticated machine learning models used for different tasks.
time-series-analysis.ipynb
Contains analysis of weather data using various models
for sequence prediction tasks
convolutional-autoencoder.ipynb
Contains implementation of convolutional variational autoencoder
using MNIST data set.
recurrent-variational-autoencoder.ipynb
Contains implementation of recurrent variational autoencoder for weather data set.
The same data is used by time-series-analysis.ipynb.
autoregression-with-conv-inputs.ipynb
This notebook contains implementation of autoregressive model with convolutional inputs.
It used generated toy data set.
mnist-gan.ipynb
Contains generative adversarial model generating images from MNIST data set.