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DeepLearningExamples

Deep learning examples with Python.

DOI

Requirements

numpy==1.18.5
scipy==1.5.2
tensorflow==2.2.0
pandas==1.0.5
matplotlib==3.2.2
scikit_learn==0.23.2

Google Colab

You can run notebooks on Colab:

Open In Colab

Examples list

Dataset Task Neural Net Structure / Cell Type
Seoul Bike Sharing Demand Data Set Regression Dense
South German Credit Scoring Classification Dense
Weather Classification Image Classification Convolutional
CLINC150 Text Classification Recurrent, Bidirectional Recurrent
Metro Interstate Traffic Volume Time-series Forecasting GRU
Breast Cancer Wisconsin (Original) Anomaly Detection Vanilla Autoencoder, Variational Autoencoder

Examples from my another repositories

Dataset Notebook Task NN Structure
Labeled Optical Coherence Tomography (OCT) and Chest X-Ray Images for Classification Jupyter - Repo Image classification - Medical diagnosis Convolutional Neural Network

Resources