/Machine_leaning_NN

机器学习课程 ML, CNN, RNN, LSTM, 序列模型 (吴恩达Cources)

Primary LanguageJupyter Notebook

Machine_leaning_NN

First Neural Network and deep-learning

  • 1 Logistic Regression 逻辑回归(CAT)
  • 2 DNN (CAT)
  • 3 Planer Date Classification [FAIL]

Second improve neural networks

  • Sign Recognize TensorFlow 实现手势识别(MNIST)
  • MNIST TensorFlow DNN (MNIST)
  • MNIST TensorFlow (MNIST)
  • SVG [MNIST] SVG
  • Initialization_Regularization_Gradient-Checking
  • Optimization_Methods

Three machine learning project

Four Convolutional Neural Networks

  • object detection [Yolo] Convolutional_Neural_Networks/Car_Detection_with_YOLO_Tensorflow.py
  • Signs recognition [ResNet] Residual Networks: signs
  • Face recognition
    • [ResNet] Face_recognition_keras.py
    • [House Happy face recognition] Happy House Model : Logout Keras+-+Tutorial+-+Happy+House+v2.py
  • Style Transfer [VGG ] Neural_Style_Transfer_Tensorflow.py

Five Sequence Models

  • dinosaur_island
  • jazz_improvisation_with_lstm
  • Emojify
  • Operations on word vectors
  • Machine Translation
  • Neural Machine Translation
  • Trigger word detection