Popular GitHub Repositories for Sequence Models

Closed-form Continuous-time Neural Networks

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

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

sequential content-based recommendation system

Code and pretrained models for the paper: "MatMamba: A Matryoshka State Space Model"

Abstractive text summarization by fine-tuning seq2seq models.

Official implementation of DenoMamba: A fused state-space model for low-dose CT denoising

Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)

Lyrics crawling, pre-processing, embedding generation, model training, and lyrics generation - all in one tool

Repository for the Paper: ?On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series“

an assortment of interesting deep learning and machine learning algorithms, all implemented for PyTorch and related frameworks.

Contains sequence-model implementations of on and off-policy imitation learning algorithms for problems with unobserved contexts.

This includes the solution files for the assignments of each of the 5 courses in the Deep Learning Series.

Generating classical music sing a self attention lstm architecture

CoNLL-2003 is a named entity recognition dataset. Consists of eight files covering two languages: English and German, although German wasn't used. For each of the languages there is a training file, a development file, a test file and a large file with unannotated news data, from August 1996 and August 1997.

Deep Learning Specialization Course assignments and PDF Notes.

Long short-term memory (LSTM) trained on a corpus of music to generate novel music