├── README.md ├── chapter-2-First-Rec-Sys └── first_Rec.py ├── chapter-4-data-mining ├── Data Standardization.py └── DiscreteByEntropy.py ├── chapter-5-User-based-rec ├── LFM based rec.py └── content based.py ├── chapter-6-Tag-based-rec └── RecBasedTag.py ├── chapter-7-Area-hot-rec └── RecBasedAH.py ├── chapter-8-CTR ├── GBDT_LR.py ├── GBDT_based.py └── LRbased.py └── chapter-9-Code-Start └── SignUpInfo.py /README.md: -------------------------------------------------------------------------------- 1 | # recommand-system-book-project 2 | codes from the book “推荐系统开发实战” 3 | -------------------------------------------------------------------------------- /chapter-2-First-Rec-Sys/first_Rec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-2-First-Rec-Sys/first_Rec.py -------------------------------------------------------------------------------- /chapter-4-data-mining/Data Standardization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-4-data-mining/Data Standardization.py -------------------------------------------------------------------------------- /chapter-4-data-mining/DiscreteByEntropy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-4-data-mining/DiscreteByEntropy.py -------------------------------------------------------------------------------- /chapter-5-User-based-rec/LFM based rec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-5-User-based-rec/LFM based rec.py -------------------------------------------------------------------------------- /chapter-5-User-based-rec/content based.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-5-User-based-rec/content based.py -------------------------------------------------------------------------------- /chapter-6-Tag-based-rec/RecBasedTag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-6-Tag-based-rec/RecBasedTag.py -------------------------------------------------------------------------------- /chapter-7-Area-hot-rec/RecBasedAH.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-7-Area-hot-rec/RecBasedAH.py -------------------------------------------------------------------------------- /chapter-8-CTR/GBDT_LR.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-8-CTR/GBDT_LR.py -------------------------------------------------------------------------------- /chapter-8-CTR/GBDT_based.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-8-CTR/GBDT_based.py -------------------------------------------------------------------------------- /chapter-8-CTR/LRbased.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-8-CTR/LRbased.py -------------------------------------------------------------------------------- /chapter-9-Code-Start/SignUpInfo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arecobaleno/recommand-system-book-project/HEAD/chapter-9-Code-Start/SignUpInfo.py --------------------------------------------------------------------------------