These are the projects build with Recurrent Neural Network(RNN) using Tensorflow 2.
Currently there are five projects which covers different types of RNN Projects.The project includes
- Stock Market Prediction
- Multi-Step Time Series Forecasting
- Automated Essay Grading
- Machine Language Translation(Seq to Seq model, and Attention Mechanism).
You can contribute in web app and RNN model and send me a pull requests.
Cheers !!!
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Clone this repository to your local machine
git clone https://github.com/3sarojbhattarai/project_rnn/
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In the directory where you placed the cloned repo, create a virtual environment for Python:
pip install virtualenv virtualenv -p python3 venv
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Activate your virtual environment
source venv/bin/activate
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Install all required packages:
pip install -r requirements.txt
- Sequence to Sequence Learning with Neural Network
- Learning Phrase Representation using RNN encoder-decoder for statistical Translation
- MIT Introduction to Deep Learning
- Coursera Recurrent Neural Network
- Udacity Deep Learning Nanodegree
- Udacity Natural Language Processing
- Cornell University Natural Language Processing Spring 2019
- Stanford Natural Language Processing with Deep Learning Winter 2020
- Carnegie Mellon University Neural Network for NLP Spring 2019
- Neural Machine Translation (Seq to Seq) Tutorials