andreacossu Goto Github PK

academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

andreacossu

My github landing page

andreacossu.github.io

arc

The Abstraction and Reasoning Corpus

avalanche

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

awareness-optout

Awareness Opt-out task rephrased for artificial neural networks

clutils

Continual Learning utilities

colab

Continual Learning tutorials and demo running on Google Colaboratory.

continual-learning-baselines

Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

continual-pretraining-nlp-vision

Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357

continuallearning-sequentialprocessing

Continual Learning with Gated Incremental Memories for Sequential Data Processing. IJCNN 2020. Continual Learning with Recurrent Neural Networks (RNNs) inspired by Progressive network architecture.

continuallearning_recurrentnetworks

Evaluation of Continual Learning with Recurrent Neural Networks

dnc-pytorch

Differentiable Neural Computer using PyTorch

equilibrium-propagation

EP

explainable-continual-learning

eXplaning continual learning with SHAP

labdeeplearning-masterbigdata

Materials for the Deep Learning laboratory of the Master in Big Data and Machine Learning from University of Pisa

mlp

MultiLayer Perceptron implementation in Matlab. It provides gradient descent with standard momentum and 3 different types of conjugate gradient as learning algorithms.

mltree

Machine Learning examples for Data Science course @ tree

movingmnist

Moving MNIST as PyTorch Dataset

multiplefindreplace

Python script that find a list of term in a file and replace them with the corresponding terms. The lists of terms to be found and replaced have to be provided in two separate files.

mywebsite

My personal website at https://www.andreacossu.com

perceptron-pytorch-autograd

PyTorch (0.4.0) implementation of a single layer Perceptron but with gradient descent instead of perceptron learning rule.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pyttorch-nmt

Neural Machine Translation

qdren

Question Dependent Recurrent Entity Network

randomizedcoupledoscillators

relation-network-pytorch

Implementation of Relation Network and Recurrent Relational Network using PyTorch v1.3. Original papers: (RN) https://arxiv.org/abs/1706.01427 (RRN): https://arxiv.org/abs/1711.08028

ron_topology

Study of different topologies for RON

smart_elf

Smart application project, an interactive system able to understand question, retrieve information and reply with an user-friendly interface

website

ContinualAI official website