requirements.txt

models/recall/itemCF/ItemCF.py

@@ -92,12 +92,12 @@ if __name__ == "__main__":
     score_path = "./models/recall/itemCF/matrix/score.csv"
     similarity_path = "./models/recall/itemCF/matrix/similarity.csv"
     itemcf_model = ItemCF(score_path, similarity_path)
-    # itemcf_model.train(n_jobs=4)
-    # recommend_list = itemcf_model.inference(110102)
+    itemcf_model.train(n_jobs=4)
+    recommend_list = itemcf_model.inference(110102)
     # itemcf_model.to_redis_zset()
     # print(len(recommend_list))
     # print(recommend_list)
-    joblib.dump(itemcf_model, "itemCF.model")
+    # joblib.dump(itemcf_model, "itemCF.model")
     
     # model = joblib.load("./itemCF.model")
     # recommend_list = model.inference(110102)

requirements.txt

@@ -0,0 +1,44 @@
+asttokens==3.0.0
+async-timeout==5.0.1
+comm==0.2.2
+debugpy==1.8.12
+decorator==5.1.1
+et_xmlfile==2.0.0
+exceptiongroup==1.2.2
+executing==2.2.0
+greenlet==3.1.1
+ipykernel==6.29.5
+ipython==8.31.0
+jedi==0.19.2
+joblib==1.4.2
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+matplotlib-inline==0.1.7
+nest-asyncio==1.6.0
+numpy==2.2.2
+openpyxl==3.1.5
+packaging==24.2
+pandas==2.2.3
+parso==0.8.4
+pexpect==4.9.0
+platformdirs==4.3.6
+prompt_toolkit==3.0.50
+psutil==6.1.1
+ptyprocess==0.7.0
+pure_eval==0.2.3
+Pygments==2.19.1
+PyMySQL==1.1.1
+python-dateutil==2.9.0.post0
+pytz==2024.2
+pyzmq==26.2.1
+redis==5.2.1
+scipy==1.15.1
+six==1.17.0
+SQLAlchemy==2.0.37
+stack-data==0.6.3
+tornado==6.4.2
+tqdm==4.67.1
+traitlets==5.14.3
+typing_extensions==4.12.2
+tzdata==2025.1
+wcwidth==0.2.13