All the codes were tested on TensorFlow 1.12.
#Linear Regression
Scikit-Learn: sklearn_linear_regression.py
TensorFlow: tensorflow_regression.py
#Classification
Scikit-Learn: sklearn_classification.py
TensorFlow: tensorflow_classification.py
#Neural Network
Scikit-Learn: sklearn_neural_network.py
TensorFlow: tensorflow_neural_network.py
#CNN
tensorflow_cnn.py
#RNN
Single-Hidden-Layer: tensorflow_rnn.py
Multi-Layer: tensorflow_multilayer_rnn.py