Deepnp

Building deep learning models with numpy only

pip install deepnp

Layers and Models(consists of timestep cells)

• Embedding
• Fully Connected
• RNN
• LSTM
• Dot Product Attention
• Seq2Seq

References

• Long Short-Term Memory, Sepp Hochreiter and Jürgen Schmidhuber.
• Effective Approaches to Attention-based Neural Machine Translation, Luong et al.
• Neural Machine Translation by Jointly Learning to Align and Translate, Bahdanau et al.
• Sequence to Sequence Learning with Neural Networks, Sutskever et al.

Author

• deepnp is developed and maintained by Yonghee Cheon (yonghee.cheon@gmail.com).
• It can be found here: https://github.com/yonghee12/deepnp
• Linkedin Profile: https://www.linkedin.com/in/yonghee-cheon-7b90b116a/