recurrent-neural-networks

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

Handwriting Synthesis with RNNs ✏️

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Simple and comprehensive tutorials in TensorFlow

List of papers, code and experiments using deep learning for time series forecasting

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Keras Temporal Convolutional Network. Supports Python and R.

Code Repository for Liquid Time-Constant Networks (LTCs)

Text Classification Algorithms: A Survey

Top 200 deep learning Github repositories sorted by the number of stars.

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Closed-form Continuous-time Neural Networks

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

NMA deep learning course

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

Connectionist Temporal Classification (CTC) decoder with dictionary and language model.