LargeBatchCTR
Large batch training of CTR models based on DeepCTR with CowClip. (by bytedance)
RecBole
A unified, comprehensive and efficient recommendation library (by RUCAIBox)
LargeBatchCTR | RecBole | |
---|---|---|
1 | 3 | |
155 | 3,190 | |
2.6% | 1.7% | |
1.8 | 8.2 | |
over 1 year ago | 20 days ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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.
LargeBatchCTR
Posts with mentions or reviews of LargeBatchCTR.
We have used some of these posts to build our list of alternatives
and similar projects.
-
A New AI Research Proposes an Effective Optimization Method of Adaptive Column-Wise Clipping (CowClip) that Reduces CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU
Quick Read: https://www.marktechpost.com/2023/02/11/a-new-ai-research-proposes-an-effective-optimization-method-of-adaptive-column-wise-clipping-cowclip-that-reduces-ctr-prediction-model-training-time-from-12-hours-to-10-minutes-on-1-gpu/ Paper: https://arxiv.org/pdf/2204.06240.pdf Github: https://github.com/bytedance/largebatchctr
RecBole
Posts with mentions or reviews of RecBole.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-01-05.
- RecBole – A unified, comprehensive and efficient recommendation library
-
Observe differences in the behavior of recommendation models using RecBole
RecBole seems to be a joint project started by the laboratories of Renmin University of China and Peking University, and it appeared on arxiv in November 2020. In August 2021, the module that we provide reached v1.0, and it seems to be used by various people in earnest.
- Help with discussion on GitHub (Python)