lstm-neural-networks topic

List lstm-neural-networks repositories

UnivariateTimeSeriesForecast

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PhD Thesis: "Data Science in the Modeling and Forecasting of Financial Timeseries: from Classic methodologies to Deep Learning"

Activity-Recognition-with-CNN-and-RNN

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Temporal Segments LSTM and Temporal-Inception for Activity Recognition

PhasedLSTM-Keras

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Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]

Audio_Classification_using_LSTM

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Classification of Urban Sound Audio Dataset using LSTM-based model.

pytorch-kaldi

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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

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List of papers, code and experiments using deep learning for time series forecasting

Skater

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Python Library for Model Interpretation/Explanations

StockPricePrediction

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Stock Price Prediction using Machine Learning Techniques

IntroNeuralNetworks

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Introducing neural networks to predict stock prices

LSTM_RNN_Tutorials_with_Demo

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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