AndreaCossu/avida-python
Reproducing the Avida ALife world in Python
Assistant professor, working on Continual Learning. Pisa, IT.
Repositories
AndreaCossu/archetype-computing-adaptive-system
Archetype Computing / Adapting System for the EMERGE project.
AndreaCossu/microcosmos
Reimagining Artificial Life for the GPU Era
AndreaCossu/mywebsite
My personal website at https://www.andreacossu.com
AndreaCossu/RandomizedCoupledOscillators
AndreaCossu/AndreaCossu
My github landing page
AndreaCossu/self-replication-neural-networks
Creating Neural Networks Quines (aka self-replicating neural networks) while also training them on supervised tasks.
AndreaCossu/ContinualLearning_RecurrentNetworks
Evaluation of Continual Learning with Recurrent Neural Networks
AndreaCossu/explainable-continual-learning
eXplaning continual learning with SHAP
AndreaCossu/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
AndreaCossu/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.
AndreaCossu/avalanche
Avalanche: a End-to-End Library for Continual Learning
AndreaCossu/MLP
MultiLayer Perceptron implementation in Matlab. It provides gradient descent with standard momentum and 3 different types of conjugate gradient as learning algorithms.
AndreaCossu/learningalgos
Learning Algorithms
AndreaCossu/RON_topology
Study of different topologies for RON
AndreaCossu/Equilibrium-Propagation
EP
AndreaCossu/awareness-optout
Awareness Opt-out task rephrased for artificial neural networks
AndreaCossu/academic-kickstart
📝 Easily create a beautiful website using Academic, Hugo, and Netlify
AndreaCossu/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.
AndreaCossu/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
AndreaCossu/DNC-pytorch
Differentiable Neural Computer using PyTorch
AndreaCossu/AndreaCossu.github.io
AndreaCossu/LabDeepLearning-MasterBigData
Materials for the Deep Learning laboratory of the Master in Big Data and Machine Learning from University of Pisa
AndreaCossu/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
AndreaCossu/clutils
Continual Learning utilities
AndreaCossu/wiki
ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning
AndreaCossu/website
ContinualAI official website
AndreaCossu/colab
Continual Learning tutorials and demo running on Google Colaboratory.
AndreaCossu/MLtree
Machine Learning examples for Data Science course @ tree
AndreaCossu/Perceptron-PyTorch-Autograd
PyTorch (0.4.0) implementation of a single layer Perceptron but with gradient descent instead of perceptron learning rule.