vlomonaco

core50

CORe50: a new Dataset and Benchmark for Continual Learning

US-TransportationMode

Transportation Mode Detection with Unconstrained Smartphones Sensors

ar1-pytorch

AR1* with Latent Replay, implemented in PyTorch

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, DGR, LwF, Replay-through-Feedback).

agem

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

caffe-tensorflow

Caffe models in TensorFlow

MNIST-for-Numpy

A simple, easy to use MNIST loader written in Python 3

tutorials

Learn how to use OpenMined by Example

website

My old website (now deprecated). Check the new version based on Gitbook here: http://vincenzolomonaco.com

atom

:atom: The hackable text editor

avalanche

Avalanche: a End-to-End Library for Continual Learning.

caffe

Caffe: a fast open framework for deep learning.

capsule-net-pytorch

A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

Continual-Learning-Benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

evalai-starters

How to create a challenge on EvalAI?

Fine-Grained-Continual-Learning

Implementation of AR1* and CWR* Continual Learning techniques for the NICv2 scenario

Generative_Continual_Learning

handbooks

This is a public repo with information about what kinds of things people put in lab handbooks.

iCaRL

imgclsmob

Sandbox for training convolutional networks for computer vision

incremental-learning

Pytorch implementation of the paper "Revisiting Distillation and Incremental Classifier Learning."

Latent-Replay

Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications

OpenMined

The OpenMined Unity Application

PySyft

Private Deep Learning Client

pytorch-cifar

95.16% on CIFAR10 with PyTorch

random-memory-adaptation

Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"

readthedocs.org

The source code that powers readthedocs.org

TACO_2017

The TACO entry for the 2017 Audi Autonomous Driving Cup.

tensorboard

TensorFlow's Visualization Toolkit

vision

Datasets, Transforms and Models specific to Computer Vision