├── .github └── workflows │ └── manual.yml ├── .gitignore ├── .udacity-pa └── projects.py ├── CODEOWNERS ├── LICENSE ├── README.md ├── RNN_project.ipynb ├── datasets ├── apple_prices.csv ├── holmes.txt ├── monthly-milk-production-pounds-p.csv ├── my_test_output.txt ├── normalized_apple_prices.csv └── pg1661.txt ├── environment_setup_instructions.txt ├── images ├── RNN_graph_model.png ├── apple_RNN_prediction.png ├── dnn2rnn.png ├── dog_speech.png ├── sample_grid_a_square.png ├── spectrogram_creation.png ├── text_windowing.gif ├── text_windowing_training.gif ├── time_windowing.gif ├── timeseries_windowing_training.gif └── wright_bros_face_detect.png ├── model_weights ├── best_RNN_large_textdata_weights.hdf5 ├── best_RNN_small_textdata_weights.hdf5 └── best_RNN_weights.hdf5 ├── my_answers.py ├── my_test_output.txt ├── requirements.txt └── text_gen_output └── RNN_large_textdata_output.txt /.github/workflows/manual.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/.github/workflows/manual.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/.gitignore -------------------------------------------------------------------------------- /.udacity-pa/projects.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/.udacity-pa/projects.py -------------------------------------------------------------------------------- /CODEOWNERS: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/CODEOWNERS -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/README.md -------------------------------------------------------------------------------- /RNN_project.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/RNN_project.ipynb -------------------------------------------------------------------------------- /datasets/apple_prices.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/datasets/apple_prices.csv -------------------------------------------------------------------------------- /datasets/holmes.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/datasets/holmes.txt -------------------------------------------------------------------------------- /datasets/monthly-milk-production-pounds-p.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/datasets/monthly-milk-production-pounds-p.csv -------------------------------------------------------------------------------- /datasets/my_test_output.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/datasets/my_test_output.txt -------------------------------------------------------------------------------- /datasets/normalized_apple_prices.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/datasets/normalized_apple_prices.csv -------------------------------------------------------------------------------- /datasets/pg1661.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/datasets/pg1661.txt -------------------------------------------------------------------------------- /environment_setup_instructions.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /images/RNN_graph_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/RNN_graph_model.png -------------------------------------------------------------------------------- /images/apple_RNN_prediction.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/apple_RNN_prediction.png -------------------------------------------------------------------------------- /images/dnn2rnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/dnn2rnn.png -------------------------------------------------------------------------------- /images/dog_speech.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/dog_speech.png -------------------------------------------------------------------------------- /images/sample_grid_a_square.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/sample_grid_a_square.png -------------------------------------------------------------------------------- /images/spectrogram_creation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/spectrogram_creation.png -------------------------------------------------------------------------------- /images/text_windowing.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/text_windowing.gif -------------------------------------------------------------------------------- /images/text_windowing_training.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/text_windowing_training.gif -------------------------------------------------------------------------------- /images/time_windowing.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/time_windowing.gif -------------------------------------------------------------------------------- /images/timeseries_windowing_training.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/timeseries_windowing_training.gif -------------------------------------------------------------------------------- /images/wright_bros_face_detect.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/images/wright_bros_face_detect.png -------------------------------------------------------------------------------- /model_weights/best_RNN_large_textdata_weights.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/model_weights/best_RNN_large_textdata_weights.hdf5 -------------------------------------------------------------------------------- /model_weights/best_RNN_small_textdata_weights.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/model_weights/best_RNN_small_textdata_weights.hdf5 -------------------------------------------------------------------------------- /model_weights/best_RNN_weights.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/model_weights/best_RNN_weights.hdf5 -------------------------------------------------------------------------------- /my_answers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/my_answers.py -------------------------------------------------------------------------------- /my_test_output.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/my_test_output.txt -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/requirements.txt -------------------------------------------------------------------------------- /text_gen_output/RNN_large_textdata_output.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/udacity/aind2-rnn/HEAD/text_gen_output/RNN_large_textdata_output.txt --------------------------------------------------------------------------------