PERSIA
High performance distributed framework for training deep learning recommendation models based on PyTorch. (by PersiaML)
serenade
Session-based recommender system: Serenade (by bolcom)
| PERSIA | serenade | |
|---|---|---|
| 3 | 1 | |
| 383 | 77 | |
| 1.3% | - | |
| 0.0 | 3.7 | |
| 3 months ago | 4 months ago | |
| Rust | Rust | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
PERSIA
Posts with mentions or reviews of PERSIA.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Researchers Introduce ‘PERSIA’: A PyTorch-Based System for Training Large Scale Deep Learning Recommendation Models up to 100 Trillion Parameters
Github: https://github.com/persiaml/persia
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[R] Kwai, Kuaishou & ETH Zürich Propose PERSIA, a Distributed Training System That Supports Deep Learning-Based Recommenders of up to 100 Trillion Parameters
Code for https://arxiv.org/abs/2111.05897 found: https://github.com/PersiaML/Persia
The code is available on the project’s GitHub. The paper PERSIA: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters is on arXiv.
serenade
Posts with mentions or reviews of serenade.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing PERSIA and serenade you can also consider the following projects:
tangram - Tangram is an all-in-one automated machine learning framework. [Moved to: https://github.com/tangramdotdev/tangram]
alacritty - A cross-platform, OpenGL terminal emulator.
spotlight - Deep recommender models using PyTorch.
hora - 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
tch-rs - Rust bindings for the C++ api of PyTorch.
bastionlab - A simple framework for privacy-friendly data science collaboration
ml-surveys - 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
bagua - Bagua Speeds up PyTorch
batched-fn - 🦀 Rust server plugin for deploying deep learning models with batched prediction