Dear all, We are excited to share with you Avalanche <https://avalanche.continualai.org/>: a project we have been working on within the ContinualAI <https://www.continualai.org/> non-profit research organization and with the support of 15+ organizations across Europe, United States and China!
The main goal of Avalanche <https://avalanche.continualai.org/> is to push Continual Learning to the next level, providing a shared, đ¨đŠđđ§-đŦđ¨đŽđĢđđ and đđ¨đĨđĨđđđ¨đĢđđđĸđ¯đ library for fast prototyping, training and reproducible evaluation of *continual learning* *algorithms*! đ *Avalanche* is a first-in-class example of open-source, community-driven software, MIT licensed and entirely đĻđđĸđ§đđđĸđ§đđ đđ˛ *a* đ§đ¨đ§-đŠđĢđ¨đđĸđ đĢđđŦđđđĢđđĄ đ¨đĢđ đđ§đĸđŗđđđĸđ¨đ§ (Šī¸ ContinualAI <https://www.continualai.org/>). As a powerful avalanche, a Continual Learning agent incrementally improves its knowledge and skills over time, building upon the previously acquired ones and learning how to interact with the external world. We hope Avalanche may trigger the same positive reinforcement loop within the machine learning community, moving towards a more collaborative and inclusive way of doing research and helping us tackle bigger problems, đđđŦđđđĢ and đđđđđđĢ, đđŽđ đđ¨đ đđđĄđđĢ! đĒ I hope you will help us shape and achieve the Avalanche bold vision: join our team, we are always looking for new maintainers and contributors! Or just give us a star on GitHub <https://github.com/ContinualAI/avalanche>, a little effort that would help us a lot! đ GitHub: https://github.com/ContinualAI/avalanche đ Official Website: https://avalanche.continualai.org đ Api-Doc: https://avalanche-api.continualai.org Best regards, Vincenzo Lomonaco *********************** Vincenzo Lomonaco, PhD *Assistant Professor @ University of Pisa* *Co-Founding President & Lab Director @ ContinualAI.org <http://continualai.org/>* *Personal Website: http://www.vincenzolomonaco.com <http://www.vincenzolomonaco.com/>* *********************** * Principal Maintainer of Avalanche: an End-to-End Library for Continual Learning <https://avalanche.continualai.org/> (Join Us <https://avalanche.continualai.org/contacts-and-links/join-us>)! * Co-chair of the CVPR 2021 Continual Learning Workshop <https://sites.google.com/view/clvision2021/overview?authuser=0> (Join us June 25th!) * Co-Editor of the Special issue on AI for People <https://www.springer.com/journal/146/updates/18583616> (call for paper OPEN <https://www.springer.com/journal/146/updates/18583616>!) * Latest paper: Continual Learning for Recurrent Neural Networks: an Empirical Evaluation <https://arxiv.org/abs/2103.07492> ***********************
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