├── 01_simple-RNN.ipynb ├── 02_1_simple-RNN-diffrent-sequence-length.ipynb ├── 02_2_simple-RNN-diffrent-sequence-length.ipynb ├── 03_1_Cryptocurrency-predicting.ipynb ├── 03_2_Cryptocurrency-predicting.ipynb ├── 04_simple-CNN-LSTM.ipynb ├── 05-1-video-action-recognition-train-extract-features-with-cnn.ipynb ├── 05-2_video-action-recognition-train-rnn.ipynb ├── 06_analogy-using-embeddings.ipynb ├── 07_text-classification-Emojify.ipynb ├── 08_shahnameh-text-generation-language-model.ipynb ├── 09_add-numbers-with-seq2seq.ipynb ├── 10_Neural-machine-translation-with-attention-for-date-convert.ipynb ├── 11_nmt-with-attention.ipynb ├── 12_image-captioning-with-attention.ipynb ├── README.md ├── Slides └── RNN.pdf ├── TimeDistributed.ipynb ├── final_cnn_lstm.ipynb ├── images ├── attn_mechanism.png ├── attn_model.png ├── cosine_sim.png ├── data_set.png ├── date_attention.png ├── date_attention2.png ├── embedding1.png ├── emojifier-v2.png ├── image_1.png ├── poorly_trained_model.png └── table.png ├── logo.png ├── nmt_utils.py └── shahnameh.txt /01_simple-RNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/01_simple-RNN.ipynb -------------------------------------------------------------------------------- /02_1_simple-RNN-diffrent-sequence-length.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/02_1_simple-RNN-diffrent-sequence-length.ipynb -------------------------------------------------------------------------------- /02_2_simple-RNN-diffrent-sequence-length.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/02_2_simple-RNN-diffrent-sequence-length.ipynb -------------------------------------------------------------------------------- /03_1_Cryptocurrency-predicting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/03_1_Cryptocurrency-predicting.ipynb -------------------------------------------------------------------------------- /03_2_Cryptocurrency-predicting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/03_2_Cryptocurrency-predicting.ipynb -------------------------------------------------------------------------------- /04_simple-CNN-LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/04_simple-CNN-LSTM.ipynb -------------------------------------------------------------------------------- /05-1-video-action-recognition-train-extract-features-with-cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/05-1-video-action-recognition-train-extract-features-with-cnn.ipynb -------------------------------------------------------------------------------- /05-2_video-action-recognition-train-rnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/05-2_video-action-recognition-train-rnn.ipynb -------------------------------------------------------------------------------- /06_analogy-using-embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/06_analogy-using-embeddings.ipynb -------------------------------------------------------------------------------- /07_text-classification-Emojify.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/07_text-classification-Emojify.ipynb -------------------------------------------------------------------------------- /08_shahnameh-text-generation-language-model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/08_shahnameh-text-generation-language-model.ipynb -------------------------------------------------------------------------------- /09_add-numbers-with-seq2seq.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/09_add-numbers-with-seq2seq.ipynb -------------------------------------------------------------------------------- /10_Neural-machine-translation-with-attention-for-date-convert.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/10_Neural-machine-translation-with-attention-for-date-convert.ipynb -------------------------------------------------------------------------------- /11_nmt-with-attention.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/11_nmt-with-attention.ipynb -------------------------------------------------------------------------------- /12_image-captioning-with-attention.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/12_image-captioning-with-attention.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/README.md -------------------------------------------------------------------------------- /Slides/RNN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/Slides/RNN.pdf -------------------------------------------------------------------------------- /TimeDistributed.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/TimeDistributed.ipynb -------------------------------------------------------------------------------- /final_cnn_lstm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/final_cnn_lstm.ipynb -------------------------------------------------------------------------------- /images/attn_mechanism.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/attn_mechanism.png -------------------------------------------------------------------------------- /images/attn_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/attn_model.png -------------------------------------------------------------------------------- /images/cosine_sim.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/cosine_sim.png -------------------------------------------------------------------------------- /images/data_set.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/data_set.png -------------------------------------------------------------------------------- /images/date_attention.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/date_attention.png -------------------------------------------------------------------------------- /images/date_attention2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/date_attention2.png -------------------------------------------------------------------------------- /images/embedding1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/embedding1.png -------------------------------------------------------------------------------- /images/emojifier-v2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/emojifier-v2.png -------------------------------------------------------------------------------- /images/image_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/image_1.png -------------------------------------------------------------------------------- /images/poorly_trained_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/poorly_trained_model.png -------------------------------------------------------------------------------- /images/table.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/images/table.png -------------------------------------------------------------------------------- /logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/logo.png -------------------------------------------------------------------------------- /nmt_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/nmt_utils.py -------------------------------------------------------------------------------- /shahnameh.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Alireza-Akhavan/rnn-notebooks/HEAD/shahnameh.txt --------------------------------------------------------------------------------