Code Repository for Liquid Time-Constant Networks (LTCs)

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Liquid Structural State-Space Models

Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.

Implementation of GateLoop Transformer in Pytorch and Jax

Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)

Sequential model for polyphonic music

Source code for "A Lightweight Recurrent Network for Sequence Modeling"

Python package for Arabic natural language processing

Audio and Music Synthesis with Machine Learning

Tensorflow implementation of Long Short-Term Memory model for audio synthesis used for thesis

VOGUE: Variable Order HMM with Duration

An unofficial implementation of "TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest" in Tensorflow

Generate music with LSTM model

Multiple EM for Motif Elicitation for discovering motifs in a group of related DNA or protein sequences.

Caption Images with Machine Learning

Computer vision tools for analyzing behavioral data, including complex event detection in videos.

A TensorFlow implementation of "Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory" (published in CIKM2017).

sequence modeling lstm model

A Generative Model for Audio in the Frequency Domain