Miscellaneous scripts and utilities for my master's thesis.

A R/Shiny app for interactive RNN tensorflow models

HelloWorld with BasicLSTMCell

Generating music using a character-level Recurrent Neural Network.

An attention mechanism implementation based on keras with theano as backend.

RNN for Time-Series Stock Prediction and Text Generation

make stock prediction model using Tensorflow, Python and web crawling

基于tensorflow搭建的神经网络recursive autuencode，用于实现句子聚类

RNN based on LSTM

Simple music generation rnn. Update/Built untop of MattVitelli/GRUV and unnati-xyz/music-generation

Analyze and classify videos in the UCF101 dataset

Built RNNs that can generate sequences based on input data - with a focus on two applications: used real market data in order to predict future Apple stock prices using an RNN model. The second one will be trained on Sir Arthur Conan Doyle's classic novel Sherlock Holmes and generates wacky sentences based on it that may - or may not - become th…

deep learning projects from Udacity

Contains assignments I did in ML course

generate tv scripts via RNN

I used in this project a reccurent neural network to generate c code based on a dataset of c files from the linux repository.

Rule based chat-bot using CNN based on multi class text classification which responds to all queries on Deep Learning class. As a fallback option added generative chat-bot trained on cornell movie dialog corpus using sequence to sequence RNN model.

deep learning models for document classification

Time Series Prediction of Stock Market Trends