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DeepLearningExamples\nDeep learning examples with Python.\n\n[![DOI](https://zenodo.org/badge/311097910.svg)](https://zenodo.org/badge/latestdoi/311097910)\n\n## Requirements\n\n```\nnumpy==1.18.5\nscipy==1.5.2\ntensorflow==2.2.0\npandas==1.0.5\nmatplotlib==3.2.2\nscikit_learn==0.23.2\n```\n\n## Google Colab\n\nYou can run notebooks on Colab: \n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mrtkp9993/DeepLearningExamples)\n\n## Examples list\n\n|Dataset                            |Task        | Neural Net Structure / Cell Type| \n|-------                            |----        | ----|\n|[Seoul Bike Sharing Demand Data Set](https://archive.ics.uci.edu/ml/datasets/Seoul+Bike+Sharing+Demand) | Regression | Dense |\n|[South German Credit Scoring](https://archive.ics.uci.edu/ml/datasets/South+German+Credit+%28UPDATE%29) | Classification | Dense |\n|[Weather Classification](https://data.mendeley.com/datasets/4drtyfjtfy/1)|Image Classification| Convolutional|\n|[CLINC150](https://archive.ics.uci.edu/ml/datasets/CLINC150)|Text Classification|Recurrent, Bidirectional Recurrent|\n|[Metro Interstate Traffic Volume](https://archive.ics.uci.edu/ml/datasets/Metro+Interstate+Traffic+Volume)|Time-series Forecasting|GRU|\n|[Breast Cancer Wisconsin (Original)](http://odds.cs.stonybrook.edu/breast-cancer-wisconsin-original-dataset/)|Anomaly Detection|Vanilla Autoencoder, Variational Autoencoder|\n\n## Examples from my another repositories\n\n|Dataset|Notebook|Task|NN Structure|\n|-------|--------|----|------------|\n|[Labeled Optical Coherence Tomography (OCT) and Chest X-Ray Images for Classification](https://data.mendeley.com/datasets/rscbjbr9sj/2)|[Jupyter](https://nbviewer.jupyter.org/github/mrtkp9993/PneumoniaDetectionDeepLearning/blob/main/notebook_wip.ipynb) - [Repo](https://github.com/mrtkp9993/PneumoniaDetectionDeepLearning)|Image classification - Medical diagnosis|Convolutional Neural Network|\n\n## Resources\n\n* https://keras.io/examples/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrtkp9993%2Fdeeplearningexamples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmrtkp9993%2Fdeeplearningexamples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrtkp9993%2Fdeeplearningexamples/lists"}