lstm-neural-networks topic
UnivariateTimeSeriesForecast
PhD Thesis: "Data Science in the Modeling and Forecasting of Financial Timeseries: from Classic methodologies to Deep Learning"
Activity-Recognition-with-CNN-and-RNN
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
PhasedLSTM-Keras
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
Audio_Classification_using_LSTM
Classification of Urban Sound Audio Dataset using LSTM-based model.
pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are...
deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
Skater
Python Library for Model Interpretation/Explanations
StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
IntroNeuralNetworks
Introducing neural networks to predict stock prices
LSTM_RNN_Tutorials_with_Demo
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow