A compilation of Google Colab notebooks made for teaching various interesting topics on TensorFlow and Keras.

ml_notebooks.md

Tutorials: Google Colab Notebooks

• Converting scikit-learn models to ONNX for Android
• Age + Gender Estimation in Android with TensorFlow
• Hyperparameter Optimization Using Keras Tuner API
• Image Colorization With GANs
• Chatbot using Seq2Seq LSTM models.
• Neural Machine Translation (NMT) - Translating English sentences to French sentences.
• Neural Machine Translation (NMT) - Translating English sentences to Marathi sentences.
• Image Classification From Scratch With TensorFlow 2.0 ( Without Keras! )
• Cityscape Image Segmentation with TensorFlow 2.0 ( Without Keras! )
• Face Landmark Detection With TensorFlow
• Neural Implanting With TensorFlow

Kaggle notebooks

• Tweet Classification with MLP-Mixers ( TF-Keras ) ( Story On Medium )

From Paper To Keras Series

In this series, we'll make some of most popular architectures right from scratch.

• From Paper To Keras: MobileNets With TensorFlow
• From Paper To Keras: DenseNets With TensorFlow

Thanks!