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

Implementation of GateLoop Transformer in Pytorch and Jax

Contains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.

The Reinforcement-Learning-Related Papers of ICLR 2019

Sequential model for polyphonic music

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

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

An implmentation of the AWD-LSTM in PyTorch

Audio and Music Synthesis with Machine Learning

Deep, sequential, transductive divergence metric and domain adaptation for time-series classifiers

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

VOGUE: Variable Order HMM with Duration

TinyML stuff done on my Arduino Nano 33 BLE Sense

The course studies fundamentals of distributed machine learning algorithms and the fundamentals of deep learning. We will cover the basics of machine learning and introduce techniques and systems that enable machine learning algorithms to be efficiently parallelized.

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

Generate music with LSTM model