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pomelo's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

coda-prompt icon coda-prompt

PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"

continual-learning-baselines icon 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.

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

ga icon ga

Genetic Algorithm Exercise

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

jmetal icon jmetal

jMetal: a framework for multi-objective optimization with metaheuristics

jpcap icon jpcap

A Java wrapper around libpcap

lmc icon lmc

Codebase for the paper titled "Continual learning with local module selection"

mntdp icon mntdp

Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)

platemo icon platemo

Evolutionary multi-objective optimization platform

protoprop icon protoprop

Code for the NeurIPS 2021 paper "Independent Prototype Propagation for Zero-Shot Compositionality"

pymoo icon pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, GA, DE,

pytorch-maml icon pytorch-maml

A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

remind icon remind

PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"

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