Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Lstm Neural Network For Time Series Prediction | 4,220 | a year ago | 47 | agpl-3.0 | Python | |||||
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data | ||||||||||
Deep Learning Time Series | 1,811 | 2 years ago | 8 | apache-2.0 | Jupyter Notebook | |||||
List of papers, code and experiments using deep learning for time series forecasting | ||||||||||
Flow Forecast | 1,759 | 3 months ago | 101 | gpl-3.0 | Python | |||||
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting). | ||||||||||
Getting Things Done With Pytorch | 873 | 3 years ago | 13 | apache-2.0 | Jupyter Notebook | |||||
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT. | ||||||||||
Neural Net With Financial Time Series Data | 723 | 3 years ago | 6 | Jupyter Notebook | ||||||
This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow | ||||||||||
Tensorflow Time Series Examples | 425 | 6 years ago | 10 | Python | ||||||
Time Series Prediction with tf.contrib.timeseries | ||||||||||
Lstm Fcn | 388 | 5 years ago | 7 | Python | ||||||
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification | ||||||||||
Time Series Autoencoder | 386 | a year ago | 5 | apache-2.0 | Python | |||||
:chart_with_upwards_trend: PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series :chart_with_upwards_trend: | ||||||||||
Lstm_tsc | 345 | 6 years ago | 12 | mit | Python | |||||
An LSTM for time-series classification | ||||||||||
Transformer_time_series | 331 | a year ago | 2 | Jupyter Notebook | ||||||
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019) |