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GitHub / UlionTse / mlgb
MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/UlionTse%2Fmlgb
Stars: 314
Forks: 17
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 436 KB
Dependencies:
11
Created: 5 months ago
Updated: 24 days ago
Last pushed: 3 months ago
Last synced: 18 days ago
Topics: autoint, ctr-prediction, dcn, deep-learning, deepfm, din, dsin, dssm, edcn, esmm, fibinet, machine-learning, masknet, mind, mmoe, pepnet, ple, pnn, recommender-system, xdeepfm
Files
Dependencies
- numpy *
- pandas *
- scikit-learn *
- tensorflow *
- torch *
- numpy >=1.23.0
- pandas >=1.5.0
- scikit-learn >=1.3.0
- tensorflow >=2.10.0
- tensorflow-addons >=0.21.0
- torch >=2.1.0