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)

🔥 A minimal training framework for scaling FLA models

Sequential model for polyphonic music

Repo to reproduce the First-Explore paper results

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

Python package for Arabic natural language processing

Minimal and efficient JAX implementation of the Mamba State Space Model in JAX/Flax. Inspired by 'Mamba: Linear-Time Sequence Modeling with Selective State Spaces,' this repo provides fast, scalable, and well-documented state-of-the-art sequence modeling tools.

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

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

Generate music with LSTM model

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

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

Caption Images with Machine Learning