recurrent-neural-network

Here are 6 public repositories matching this topic...

zotroneneis / tensorflow_deep_learning_models

TensorFlow implementations of several deep learning models (e.g. variational autoencoder, RNN, ...)

python machine-learning deep-learning notebook tensorflow cnn recurrent-neural-networks ipynb rnn vae convolutional-neural-networks convolutional-neural-network rnn-tensorflow variational-autoencoder recurrent-neural-network cnn-tensorflow

Updated Jun 26, 2018
Jupyter Notebook

shawnhan108 / Attention-LSTMs

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A set of notebooks that explores the power of Recurrent Neural Networks (RNNs), with a focus on LSTM, BiLSTM, seq2seq, and Attention.

machine-translation keras lstm rnn seq2seq music-generation attention-mechanism lstm-neural-networks keras-tensorflow bidirectional-lstm attention-model encoder-decoder-model recurrent-neural-network additive-attention

Updated Aug 31, 2020
Jupyter Notebook

bmarroc / deep-learning

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Jupyter notebooks implementing Deep Learning algorithms in Keras and Tensorflow

natural-language-processing embeddings lstm dropout regularization transfer-learning optimization-methods convolutional-neural-network data-augmentation bidirectional-lstm recurrent-neural-network initialization deep-neural-network time-series-forecasting neural-transfer

Updated Aug 28, 2021
Jupyter Notebook

tstran155 / Time-series-regression-of-Rossmann-stores-sales-data

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In this notebook, I built machine learning and neural network models to regress and predict Rossmann stores' daily sales.

sales machine-learning time-series neural-network regression-models xgboost-algorithm recurrent-neural-network lstm-neural-network

Updated Mar 3, 2023
Jupyter Notebook

FIUPanther-JMolto98 / EEL6812_PRJ03-Recurrent-Neural-Network-LSTM

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Repository contains my Jupyter Notebook files (ran either in VSCode using the Jupyter Notebook extension, either Notebook or Lab through Anaconda, or Google Colab) for a Recurrent Neural Network (RNN) regressor model that predicts energy demand in t-horizon, for EEL6812 - Advanced Topics in Neural Networks (Deep Learning with Python) course, PRJ03

deep-learning keras long-short-term-memory recurrent-neural-network energy-demand-forecasting

Updated Jul 3, 2024
Jupyter Notebook

Migueltrigol / gas_concentrations_prediction_model

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This notebook loads a time series of gas concentrations in the air to train a recurrent neural network to predict the next hour of data

python machine-learning time-series numpy sklearn jupyter-notebook pandas pytorch seaborn imputation autocorrelation k-nearest-neighbours linear-interpolation recurrent-neural-network lstm-neural-network

Updated Apr 19, 2024
Jupyter Notebook

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recurrent-neural-network

Here are 6 public repositories matching this topic...

zotroneneis / tensorflow_deep_learning_models

shawnhan108 / Attention-LSTMs

bmarroc / deep-learning

tstran155 / Time-series-regression-of-Rossmann-stores-sales-data

FIUPanther-JMolto98 / EEL6812_PRJ03-Recurrent-Neural-Network-LSTM

Migueltrigol / gas_concentrations_prediction_model

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