├── 5_lab.ipynb ├── README.md ├── images └── model.png ├── imgs └── image_captioning.png ├── lesson1-intro.ipynb ├── lesson2-tabular.ipynb ├── lesson3-cbow.ipynb ├── lesson3-cnn.ipynb ├── lesson4-lstm.ipynb ├── lesson4-rnn-name2lang.ipynb ├── lesson4-seq2seq.ipynb ├── lesson5-image-cnn.ipynb ├── lesson6-muti-input.ipynb ├── lesson6-muti-task-fish.ipynb ├── lesson7-bert_classification.ipynb ├── lesson7-image-segmentation.ipynb └── test_data ├── edge.jpg ├── tiny_training2.csv └── tiny_val2.csv /5_lab.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/5_lab.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/README.md -------------------------------------------------------------------------------- /images/model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/images/model.png -------------------------------------------------------------------------------- /imgs/image_captioning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/imgs/image_captioning.png -------------------------------------------------------------------------------- /lesson1-intro.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson1-intro.ipynb -------------------------------------------------------------------------------- /lesson2-tabular.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson2-tabular.ipynb -------------------------------------------------------------------------------- /lesson3-cbow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson3-cbow.ipynb -------------------------------------------------------------------------------- /lesson3-cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson3-cnn.ipynb -------------------------------------------------------------------------------- /lesson4-lstm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson4-lstm.ipynb -------------------------------------------------------------------------------- /lesson4-rnn-name2lang.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson4-rnn-name2lang.ipynb -------------------------------------------------------------------------------- /lesson4-seq2seq.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson4-seq2seq.ipynb -------------------------------------------------------------------------------- /lesson5-image-cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson5-image-cnn.ipynb -------------------------------------------------------------------------------- /lesson6-muti-input.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson6-muti-input.ipynb -------------------------------------------------------------------------------- /lesson6-muti-task-fish.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson6-muti-task-fish.ipynb -------------------------------------------------------------------------------- /lesson7-bert_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson7-bert_classification.ipynb -------------------------------------------------------------------------------- /lesson7-image-segmentation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/lesson7-image-segmentation.ipynb -------------------------------------------------------------------------------- /test_data/edge.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/test_data/edge.jpg -------------------------------------------------------------------------------- /test_data/tiny_training2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/test_data/tiny_training2.csv -------------------------------------------------------------------------------- /test_data/tiny_val2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yanneta/deep-learning-data-institute/HEAD/test_data/tiny_val2.csv --------------------------------------------------------------------------------