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cyaaronk's Projects

avalanche icon avalanche

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

benchmarks icon benchmarks

This repository contains the SpeechBrain Benchmarks

bloomchat icon bloomchat

This repo contains the data preparation, tokenization, training and inference code for BLOOMChat. BLOOMChat is a 176 billion parameter multilingual chat model based on BLOOM.

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

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.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fbk-fairseq-st icon fbk-fairseq-st

A repository containing the code for speech translation papers.

imda2rareworddataset icon imda2rareworddataset

Rare word ASR dataset containing road names and addresses partitioned from the National Speech Corpus SG

linux_from_scratch icon linux_from_scratch

This repository includes resources and self-made packaging and configuration scripts for LFS.

lmc icon lmc

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

ml-report icon ml-report

Essays and notes during my research in machine learning

pixel_chess icon pixel_chess

A western chess game with built-in chess AI coded in Python.

pytorch-loss icon pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

rawboost-antispoofing icon rawboost-antispoofing

This repository includes the code to reproduce our paper "RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing".

reflect-net icon reflect-net

Reflection generation using convolution neural networks

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