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add new models #135

@pinpom

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@pinpom

Found some medical/healthcare models, haven't run any yet. open for discussion which one to be added to singa-auto:

  1. MobileNet: Detect 7 classes of skin cancer lesions using MobileNet Model with TF

  2. ResNet50: Detect 7 classes of skin cancer lesions using ResNet50 Model with PyTorch

  3. ReSimNet: Drug Response Similarity Prediction using Siamese Neural Networks
    ( input two chemical compounds and predicts the CMap score of the two compounds which we use to measure the transcriptional response similarity of the two compounds)

  4. Efficient-net: Detect blindness using Efficient-net model & kaggle’s aptos2019 dataset

  5. MLPClassifier: Preduct Diabetic-Readmission using MLPClassifier

  6. LSTM: Video Gesture Analysis for Autism Spectrum Disorder Detection - attention based LSTM to classify autistic kids from the kinematics of motion

  7. ASD-DiagNet: use ASD-DiagNet framework for classifying subjects with ASD from healthy subjects by using fMRI data

  8. deepCNN: Detecting Skin Cancer using deep CNN

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