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avalanche

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

avalanche-demo

Jupyter notebooks to showcase Continual Learning with Avalanche

cannon

A simple library to manage pytorch experiments

ciclopi_model

continual-learning-baselines

Reproduction of popular results from the Continual Learning literature using the Avalanche library.

continual-learning-course

continual_cd_imm

Implementation of the Class-Domain Infinite Mixture Model from the paper "CD-IMM: The Benefits of Domain-based Mixture Models in Bayesian Continual Learning"

crowdsense

User localization and hazard simulation

data-agnostic-consolidation

Distributed Continual Learning with Projected Latent Distillation and Data-Agnostic Consolidation

dragon_compiler

A small compiler for an imperative language written in Rust.

ex_model_cl

Experiments on continual learning from a stream of pretrained models.

filter-lib

IUM final

hpc2019_experiments

Experiments with MKLDNN, pytorch, and Charliecloud containers on the cluster

iron-llvm

Safe Rust LLVM bindings

kindle-clippings

A simple python script to extract clippings from 'My Clippings.txt', organize, store and output them in a more elegant way.

metalbug

my first game with love2d, tribute to metal slug

mpi_learn

Distributed learning with mpi4py

mpi_opt

Hyperparameter optimization with MPI

mslmn

Experiments for "Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory". Accepted @ ECML 2020

pa_react

React clone. Final term for the Advanced Programming course

patatrack

progetto-finale-sol

client/server out-of-band signaling system written in POSIX C

rnn_autoencoding_neurips2020

Experiments for paper "Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based Initialization" @ Neurips 2020 workshop Beyond Backpropagation

simple-interpreter-pr2

ml expression interpreter

sos

Another small experimental Kernel...

threernn

ThreeRNN model for SemEval 2017 Task 3

torch_dpmm

A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)