├── .gitignore ├── CHANGELOG.md ├── README.md └── book ├── PseudoLab_logo.png ├── _config.yml ├── _toc.yml ├── chapters ├── GAN │ ├── Ch1-Introduction.ipynb │ ├── Ch2-EDA.ipynb │ ├── Ch3-GAN.ipynb │ ├── Ch4-pix2pix.ipynb │ ├── References.md │ └── intro.md ├── NLP │ ├── Ch1-Introduction.ipynb │ ├── Ch2-EDA.ipynb │ ├── Ch3-MC-Question.ipynb │ ├── Ch4-Wh-Question.ipynb │ └── intro.md ├── object-detection │ ├── Ch1-Object-Detection.ipynb │ ├── Ch2-EDA.ipynb │ ├── Ch3-preprocessing.ipynb │ ├── Ch4-RetinaNet.ipynb │ ├── Ch5-Faster-R-CNN.ipynb │ ├── References.md │ └── intro.md └── time-series │ ├── Ch1-Time-Series.ipynb │ ├── Ch2-EDA.ipynb │ ├── Ch3-preprocessing.ipynb │ ├── Ch4-LSTM.ipynb │ ├── Ch5-CNN-LSTM.ipynb │ ├── References.md │ └── intro.md ├── index.md └── pics ├── GAN-ch1img01.png ├── GAN-ch1img02.png ├── GAN-ch1img03.png ├── GAN-ch1img04.png ├── GAN-ch1img05.png ├── GAN-ch1img06.png ├── GAN-ch1img07.png ├── GAN-ch1img08.png ├── GAN-ch1img09.png ├── GAN-ch1img10.png ├── GAN-ch1img11.png ├── GAN-ch2img01.PNG ├── GAN-ch2img02.PNG ├── GAN-ch2img03.PNG ├── GAN-ch2img04.PNG ├── GAN-ch4img01.jpg ├── GAN-ch4img02.jpg ├── NLP-ch1img01.png ├── NLP-ch1img02.png ├── NLP-ch1img03.png ├── NLP-ch2img01.JPG ├── NLP-ch2img02.JPG ├── NLP-ch2img03.JPG ├── NLP-ch2img04.JPG ├── NLP-ch4img01.png ├── OD-ch1img01.JPG ├── OD-ch1img04.PNG ├── OD-ch1img05.png ├── OD-ch1img06.png ├── OD-ch1img08.png ├── OD-ch1img09.png ├── OD-ch1img10-2.png ├── OD-ch1img10.png ├── OD-ch1img11.png ├── OD-ch1img12.PNG ├── OD-ch1img13.PNG ├── OD-ch2img01.png ├── OD-ch2img02.PNG ├── OD-ch3img01.jpeg ├── TS-ch1img01.PNG ├── TS-ch1img02.PNG ├── TS-ch1img03.PNG ├── TS-ch2img01.PNG ├── TS-ch2img02.PNG ├── TS-ch3img01.png ├── TS-ch5img01.png ├── TS-ch5img02.png ├── TS-ch5img03.png └── sample.PNG /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | .ipynb_checkpoints 3 | _build/ 4 | 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