sequence-models

Sequence Modeling with Structured State Spaces

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

Closed-form Continuous-time Neural Networks

GeoTorchAI: A Spatiotemporal Deep Learning Framework (https://dl.acm.org/doi/abs/10.1145/3557915.3561036)

Notes for Deep Learning Specialization Courses led by Andrew Ng.

BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.

A Tensorflow based implicit recommender system

Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.

Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13

STCN: Stochastic Temporal Convolutional Networks

Structured Prediction Helps 3D Human Motion Modelling - ICCV '19

Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.

sequential content-based recommendation system

My solutions to Quizzes and Programming Assignments of the specialization.

Abstractive text summarization by fine-tuning seq2seq models.

AWS Last Mile Route Sequence Optimization

Generative chatbot using seq2seq

Programming assignments of "Sequence Models" course by Andrew Ng.

Contains additional materials for two keras.io blog posts.