Tom's Projects
Avalanche: a End-to-End Library for Continual Learning.
Implementation of the Budgeted Super Networks
Flutter codelab examples
A clean and simple data loading library for Continual Learning
Benchmark for Lifelong learning research
Lifelong Learning with Dynamically Expandable Networks
Forth variant of the Drone Delivery project : Event Notification and Tracking Status
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Embeddable unity game engine view for Flutter. Advance demo here https://github.com/juicycleff/flutter-unity-arkit-demo
Overcoming catastrophic forgetting with hard attention to the task
Democratizing WordPress.com legalese since 2014!
A simple logger for experiments
Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)
Torch implementation of Neural turing Machine, as presented by Alex Graves, Greg Wayne & Ivo Danihelka.
Plugins for Flutter maintained by the Flutter team
Implementation of [Progressive Neural Networks](https://arxiv.org/abs/1606.04671) using Pytorch Framework
Python simple Logging Class and Tools. Used for storing Machine Learning experimental results....
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
Additional datasets and data transformers
A fast and simple framework for building and running distributed applications.
code for paper "Ju Xu, Zhanxing Zhu. Reinforced Continual Learning. NIPS 2018."
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Stochastic Adaptive Neural Architecture Search