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MF/REPORT.txt

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+Model: neumf | Loss: bpr
+Experiment: exp-neumf-64-2
+Users: 260039 | Items: 365797
+Best val Recall@10: 0.6105 (epoch 18)
+Test: P@10=0.0571  R@10=0.5713  F1@10=0.1039  MAP@10=0.2927  NDCG@10=0.3587

MF/best.weights.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6912f24ca4ac21f26fc4e7bbfa14e9e888cd67dd0d34b1cdda8ca79a69cd5642
+size 320551344

MF/eval_test_metrics.csv

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+precision,recall,f1,map,ndcg
+0.057159887555328234,0.5715988755532824,0.10392706828241499,0.2927710797592815,0.35885029532421475

MF/eval_test_metrics.json

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+{
+  "precision": 0.057159887555328234,
+  "recall": 0.5715988755532824,
+  "f1": 0.10392706828241499,
+  "map": 0.2927710797592815,
+  "ndcg": 0.35885029532421475
+}

MF/hparams.json

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+{
+  "data_dir": "artifacts/movies_from_music-2/data",
+  "out_root": "checkpoint",
+  "model": "neumf",
+  "loss": "bpr",
+  "exp_name": "exp-neumf-64-2",
+  "epochs": 30,
+  "batch_size": 1024,
+  "emb_dim": 64,
+  "lr": 0.003,
+  "l2": 1e-06,
+  "topk": 10,
+  "eval_negs": 99,
+  "patience": 3,
+  "seed": 42,
+  "resume": false,
+  "save_embeddings": false,
+  "itemknn_topk_neighbors": 200,
+  "lightgcn_layers": 3,
+  "cache_lightgcn": true,
+  "policy_name": "none",
+  "epsilon": 0.1,
+  "alpha": 1.0,
+  "replay_after_train": false,
+  "candidate_topn": 200,
+  "slate_k": 10,
+  "bootstrap_iters": 1000
+}

MF/metrics.json

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+{
+  "best_val_recall": 0.6105204422637207,
+  "best_epoch": 18,
+  "test": {
+    "precision": 0.057131045727756215,
+    "recall": 0.5713104572775622,
+    "f1": 0.10387462859592039,
+    "map": 0.29267769633089835,
+    "ndcg": 0.35869102500499395
+  }
+}

MF/test_metrics.csv

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MF/train_log.csv

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