Resources on deep learning
27 Jan 2018I have been searching for solutions how to use Recurrent Neural Networks for text classifications. Here are some useful resources I’ve found:
- Open Source Deep Learning Server has a library of pre-trained neural nets.
- An article on Analytics Vidhya discuss about transfer learning & The art of using pre-trained models in deep learning. They also have an article about word embeddings.
- Keras has a list of deep learning models with pre-trained weights.
- Hyperopt is a python library for Distributed Asynchronous Hyperparameter Optimization.
- Hands-On Machine Learning with Scikit-Learn and TensorFlow has discussion on deep learning from Ch.10 onward.
- Kaggle forum has a beginner tutorial of using RNN to classify toxic comments on wikipedia editing page.
(To be updated.)