├── .gitignore ├── LICENSE ├── README.md ├── docs └── placeholder.md ├── env_setup.sh ├── examples ├── Movie-Lens │ ├── 100K │ │ ├── Movie-Lens-100k-Content-Builder.ipynb │ │ ├── ml-100k-README.txt │ │ ├── ml-100k │ │ │ └── README │ │ ├── movielens_torch.py │ │ └── recommendation-pytorch.py │ ├── 1M │ │ ├── Movie-Lens-1M-Content-Builder.ipynb │ │ └── ml-1m-README.txt │ ├── 20M │ │ ├── data_download.sh │ │ ├── ml-20m-README.html │ │ └── ml-20m-youtube-README.md │ ├── __init__.py │ ├── best_params │ │ ├── __init__.py │ │ ├── gcn_ncf_100K.py │ │ └── gcn_ncf_1M.py │ ├── hpo_ax.py │ ├── hpo_base.py │ ├── hpo_hyperopt.py │ ├── hpo_ncf.py │ ├── hybrid_recommender_example.py │ ├── hyperopt_trials │ │ ├── gcn_hybrid_100K_rmse_0_1372456732339159587.pkl │ │ ├── gcn_hybrid_100K_rmse_0_1635670172372877857.pkl │ │ ├── gcn_hybrid_100K_rmse_0_1706786409089669937.pkl │ │ ├── gcn_hybrid_100K_rmse_0_1762785945998830370.pkl │ │ ├── gcn_hybrid_100K_rmse_0_2115399014920409589.pkl │ │ ├── gcn_hybrid_100K_rmse_0_229644092955656726.pkl │ │ ├── gcn_hybrid_100K_rmse_0_2396431630567034667.pkl │ │ ├── gcn_hybrid_100K_rmse_0_2528304080348053023.pkl │ │ ├── gcn_hybrid_100K_rmse_0_2680231437039502519.pkl │ │ ├── gcn_hybrid_100K_rmse_0_2686947121649447799.pkl │ │ ├── gcn_hybrid_100K_rmse_0_2867773854060255907.pkl │ │ ├── gcn_hybrid_100K_rmse_0_2966136937009585120.pkl │ │ ├── gcn_hybrid_100K_rmse_0_3037280096181154657.pkl │ │ ├── gcn_hybrid_100K_rmse_0_3186048946574044354.pkl │ │ ├── gcn_hybrid_100K_rmse_0_3276398005791002428.pkl │ │ ├── gcn_hybrid_100K_rmse_0_3430401090779374934.pkl │ │ ├── gcn_hybrid_100K_rmse_0_3758881402661843761.pkl │ │ ├── gcn_hybrid_100K_rmse_0_3865062198722545793.pkl │ │ ├── gcn_hybrid_100K_rmse_0_3880542544173117476.pkl │ │ ├── gcn_hybrid_100K_rmse_0_4216466374883071414.pkl │ │ ├── gcn_hybrid_100K_rmse_0_4291620571742700103.pkl │ │ ├── gcn_hybrid_100K_rmse_0_4359633800582626511.pkl │ │ ├── gcn_hybrid_100K_rmse_0_4963793615875133227.pkl │ │ ├── gcn_hybrid_100K_rmse_0_5017971125858499336.pkl │ │ ├── gcn_hybrid_100K_rmse_0_5632718449202636728.pkl │ │ ├── gcn_hybrid_100K_rmse_0_5662289107417882617.pkl │ │ ├── gcn_hybrid_100K_rmse_0_5725650778277008428.pkl │ │ ├── gcn_hybrid_100K_rmse_0_5785010026565433081.pkl │ │ ├── gcn_hybrid_100K_rmse_0_5816257003952366868.pkl │ │ ├── gcn_hybrid_100K_rmse_0_6179031957313690068.pkl │ │ ├── gcn_hybrid_100K_rmse_0_6323902192152745050.pkl │ │ ├── gcn_hybrid_100K_rmse_0_6353749174476700406.pkl │ │ ├── gcn_hybrid_100K_rmse_0_6398882018650359424.pkl │ │ ├── gcn_hybrid_100K_rmse_0_672878607872595552.pkl │ │ ├── gcn_hybrid_100K_rmse_0_7275627552260392662.pkl │ │ ├── gcn_hybrid_100K_rmse_0_7534884956369813342.pkl │ │ ├── gcn_hybrid_100K_rmse_0_7902637985726662390.pkl │ │ ├── gcn_hybrid_100K_rmse_0_7950381662288469663.pkl │ │ ├── gcn_hybrid_100K_rmse_0_8073096842655243813.pkl │ │ ├── gcn_hybrid_100K_rmse_0_8289074439747512442.pkl │ │ ├── gcn_hybrid_100K_rmse_0_8327113936460271015.pkl │ │ ├── gcn_hybrid_100K_rmse_0_8444693816847274130.pkl │ │ ├── gcn_hybrid_100K_rmse_0_8604339744573731726.pkl │ │ ├── gcn_hybrid_100K_rmse_0_8763548368008021189.pkl │ │ ├── gcn_hybrid_100K_rmse_0_8833461141026170936.pkl │ │ ├── gcn_hybrid_100K_rmse_0_930335365927228562.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1036728681985257351.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1040618620271411780.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1058335493539151613.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1069313595680170638.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1128799588490227908.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1163782316184677580.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1208059838910775193.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1373794942909042381.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1462474803734232116.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1561348472501757304.pkl │ │ ├── gcn_hybrid_100K_rmse_2_1694419561518049522.pkl │ │ ├── gcn_hybrid_100K_rmse_2_19054346498761091.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2008711310919022046.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2131388019333648392.pkl │ │ ├── gcn_hybrid_100K_rmse_2_220370374549331028.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2209190865414528177.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2341017833547536600.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2442777255462579987.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2577775291470401435.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2737998919765054110.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2813029287031134270.pkl │ │ ├── gcn_hybrid_100K_rmse_2_2912291784575679051.pkl │ │ ├── gcn_hybrid_100K_rmse_2_300742599375992700.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3071891102784045919.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3188173278029982748.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3347538119451268206.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3440123475400881539.pkl │ │ ├── gcn_hybrid_100K_rmse_2_351600301135445203.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3545483839642076178.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3611444682168402753.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3758204848164231193.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3764944303956799428.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3770099834706314187.pkl │ │ ├── gcn_hybrid_100K_rmse_2_38035770191744776.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3815827555493152666.pkl │ │ ├── gcn_hybrid_100K_rmse_2_3997208745267471783.pkl │ │ ├── gcn_hybrid_100K_rmse_2_4054419275699219351.pkl │ │ ├── gcn_hybrid_100K_rmse_2_4125305520266984104.pkl │ │ ├── gcn_hybrid_100K_rmse_2_4130267094035241288.pkl │ │ ├── gcn_hybrid_100K_rmse_2_4318741155296678397.pkl │ │ ├── gcn_hybrid_100K_rmse_2_4349639137035948321.pkl │ │ ├── gcn_hybrid_100K_rmse_2_447364733983412300.pkl │ │ ├── gcn_hybrid_100K_rmse_2_455757818807915116.pkl │ │ ├── gcn_hybrid_100K_rmse_2_4650840803356399470.pkl │ │ ├── gcn_hybrid_100K_rmse_2_4753427831441369490.pkl │ │ ├── gcn_hybrid_100K_rmse_2_49871236893850707.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5075247790668726636.pkl │ │ ├── gcn_hybrid_100K_rmse_2_510444478860304006.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5240409936451450238.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5294191401879404818.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5364406741382937171.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5428975281748413862.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5591667547352375955.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5662511102827698261.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5855880254448691588.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5881801414552916468.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5935024657400148626.pkl │ │ ├── gcn_hybrid_100K_rmse_2_5994904887595071952.pkl │ │ ├── gcn_hybrid_100K_rmse_2_600676651133665706.pkl │ │ ├── gcn_hybrid_100K_rmse_2_6130010752722400752.pkl │ │ ├── gcn_hybrid_100K_rmse_2_6414738226985888944.pkl │ │ ├── gcn_hybrid_100K_rmse_2_665094400842960942.pkl │ │ ├── gcn_hybrid_100K_rmse_2_6702355412516933473.pkl │ │ ├── gcn_hybrid_100K_rmse_2_6786954268051235750.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7027155887116788736.pkl │ │ ├── gcn_hybrid_100K_rmse_2_719508551692473112.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7312058313110629793.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7488358729531361357.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7604148329212737066.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7648147847463564191.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7714105539745562275.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7725511524096935893.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7774375373623220413.pkl │ │ ├── gcn_hybrid_100K_rmse_2_7820460218538009689.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8025957214794392812.pkl │ │ ├── gcn_hybrid_100K_rmse_2_802859889958701401.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8029317472003186040.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8227944602582947484.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8251035367215885392.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8254961588587211969.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8416388212934115089.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8537678951969331092.pkl │ │ ├── gcn_hybrid_100K_rmse_2_869155282764283458.pkl │ │ ├── gcn_hybrid_100K_rmse_2_869223471033898470.pkl │ │ ├── gcn_hybrid_100K_rmse_2_869495155806458482.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8726295167411516321.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8726986656085470148.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8756837976784654232.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8769276820872236965.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8827026811769709140.pkl │ │ ├── gcn_hybrid_100K_rmse_2_8950618507462905123.pkl │ │ ├── gcn_hybrid_100K_rmse_2_9097637293384720933.pkl │ │ ├── gcn_hybrid_100K_rmse_2_9195496365702315933.pkl │ │ ├── gcn_hybrid_100K_rmse_2_953966021619369058.pkl │ │ ├── gcn_hybrid_100K_rmse_4_109141802760435552.pkl │ │ ├── gcn_hybrid_100K_rmse_4_115398366172133208.pkl │ │ ├── gcn_hybrid_100K_rmse_4_1530777731274295941.pkl │ │ ├── gcn_hybrid_100K_rmse_4_30657108449901924.pkl │ │ ├── gcn_hybrid_100K_rmse_4_3237262710635198088.pkl │ │ ├── gcn_hybrid_100K_rmse_4_3328751165995417907.pkl │ │ ├── gcn_hybrid_100K_rmse_4_3448772909370921751.pkl │ │ ├── gcn_hybrid_100K_rmse_4_5543932161003144846.pkl │ │ ├── gcn_hybrid_100K_rmse_4_6048863136779684330.pkl │ │ ├── gcn_hybrid_100K_rmse_4_6329650535238876250.pkl │ │ ├── gcn_hybrid_100K_rmse_4_6485907890296977116.pkl │ │ ├── gcn_hybrid_100K_rmse_4_6820720746873735998.pkl │ │ ├── gcn_hybrid_100K_rmse_4_7787159651131253113.pkl │ │ ├── gcn_hybrid_100K_rmse_4_7970880526469928146.pkl │ │ └── gcn_hybrid_100K_rmse_4_8442970842888435113.pkl │ ├── movielens_data_reader.py │ ├── param_fetcher.py │ └── tmdb_api_key.txt └── datasets_and_reference_papers.md ├── hwer ├── __init__.py ├── content_recommender.py ├── embed │ ├── BaseEmbed.py │ ├── CategoricalEmbed.py │ ├── FastTextEmbed.py │ ├── FlairTextEmbed.py │ ├── NumericEmbed.py │ └── __init__.py ├── gcn.py ├── gcn_ncf.py ├── logging.py ├── misc │ ├── hnswlib_lib_test.py │ ├── ndcg.py │ ├── spearman_rho.py │ ├── speed_test_tsne.py │ ├── test_categorical_embed.py │ ├── test_content_recommender.py │ ├── test_fasttext_encoder.py │ ├── test_flair_embeddings.py │ └── test_numeric_encoder.py ├── ncf.py ├── random_walk.py ├── recommendation_base.py ├── utils.py └── validation.py ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/README.md -------------------------------------------------------------------------------- /docs/placeholder.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /env_setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/env_setup.sh -------------------------------------------------------------------------------- /examples/Movie-Lens/100K/Movie-Lens-100k-Content-Builder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/100K/Movie-Lens-100k-Content-Builder.ipynb -------------------------------------------------------------------------------- /examples/Movie-Lens/100K/ml-100k-README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/100K/ml-100k-README.txt -------------------------------------------------------------------------------- /examples/Movie-Lens/100K/ml-100k/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/100K/ml-100k/README -------------------------------------------------------------------------------- /examples/Movie-Lens/100K/movielens_torch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/100K/movielens_torch.py -------------------------------------------------------------------------------- /examples/Movie-Lens/100K/recommendation-pytorch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/100K/recommendation-pytorch.py -------------------------------------------------------------------------------- /examples/Movie-Lens/1M/Movie-Lens-1M-Content-Builder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/1M/Movie-Lens-1M-Content-Builder.ipynb -------------------------------------------------------------------------------- /examples/Movie-Lens/1M/ml-1m-README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/1M/ml-1m-README.txt -------------------------------------------------------------------------------- /examples/Movie-Lens/20M/data_download.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/20M/data_download.sh -------------------------------------------------------------------------------- /examples/Movie-Lens/20M/ml-20m-README.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/20M/ml-20m-README.html -------------------------------------------------------------------------------- /examples/Movie-Lens/20M/ml-20m-youtube-README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/20M/ml-20m-youtube-README.md -------------------------------------------------------------------------------- /examples/Movie-Lens/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /examples/Movie-Lens/best_params/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/best_params/__init__.py -------------------------------------------------------------------------------- /examples/Movie-Lens/best_params/gcn_ncf_100K.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/best_params/gcn_ncf_100K.py -------------------------------------------------------------------------------- /examples/Movie-Lens/best_params/gcn_ncf_1M.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/best_params/gcn_ncf_1M.py -------------------------------------------------------------------------------- /examples/Movie-Lens/hpo_ax.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /examples/Movie-Lens/hpo_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hpo_base.py -------------------------------------------------------------------------------- /examples/Movie-Lens/hpo_hyperopt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hpo_hyperopt.py -------------------------------------------------------------------------------- /examples/Movie-Lens/hpo_ncf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hpo_ncf.py -------------------------------------------------------------------------------- /examples/Movie-Lens/hybrid_recommender_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hybrid_recommender_example.py -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1372456732339159587.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1372456732339159587.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1635670172372877857.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1635670172372877857.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1706786409089669937.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1706786409089669937.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1762785945998830370.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_1762785945998830370.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2115399014920409589.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2115399014920409589.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_229644092955656726.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_229644092955656726.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2396431630567034667.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2396431630567034667.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2528304080348053023.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2528304080348053023.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2680231437039502519.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2680231437039502519.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2686947121649447799.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2686947121649447799.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2867773854060255907.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2867773854060255907.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2966136937009585120.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_2966136937009585120.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3037280096181154657.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3037280096181154657.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3186048946574044354.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3186048946574044354.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3276398005791002428.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3276398005791002428.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3430401090779374934.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3430401090779374934.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3758881402661843761.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3758881402661843761.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3865062198722545793.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3865062198722545793.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3880542544173117476.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_3880542544173117476.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4216466374883071414.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4216466374883071414.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4291620571742700103.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4291620571742700103.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4359633800582626511.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4359633800582626511.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4963793615875133227.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_4963793615875133227.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5017971125858499336.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5017971125858499336.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5632718449202636728.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5632718449202636728.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5662289107417882617.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5662289107417882617.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5725650778277008428.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5725650778277008428.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5785010026565433081.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5785010026565433081.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5816257003952366868.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_5816257003952366868.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6179031957313690068.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6179031957313690068.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6323902192152745050.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6323902192152745050.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6353749174476700406.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6353749174476700406.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6398882018650359424.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_6398882018650359424.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_672878607872595552.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_672878607872595552.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7275627552260392662.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7275627552260392662.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7534884956369813342.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7534884956369813342.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7902637985726662390.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7902637985726662390.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7950381662288469663.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_7950381662288469663.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8073096842655243813.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8073096842655243813.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8289074439747512442.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8289074439747512442.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8327113936460271015.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8327113936460271015.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8444693816847274130.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8444693816847274130.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8604339744573731726.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8604339744573731726.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8763548368008021189.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8763548368008021189.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8833461141026170936.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_8833461141026170936.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_930335365927228562.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_0_930335365927228562.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1036728681985257351.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1036728681985257351.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1040618620271411780.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1040618620271411780.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1058335493539151613.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1058335493539151613.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1069313595680170638.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1069313595680170638.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1128799588490227908.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1128799588490227908.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1163782316184677580.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1163782316184677580.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1208059838910775193.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1208059838910775193.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1373794942909042381.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1373794942909042381.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1462474803734232116.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1462474803734232116.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1561348472501757304.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1561348472501757304.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1694419561518049522.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_1694419561518049522.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_19054346498761091.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_19054346498761091.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2008711310919022046.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2008711310919022046.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2131388019333648392.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2131388019333648392.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_220370374549331028.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_220370374549331028.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2209190865414528177.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2209190865414528177.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2341017833547536600.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2341017833547536600.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2442777255462579987.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2442777255462579987.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2577775291470401435.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2577775291470401435.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2737998919765054110.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2737998919765054110.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2813029287031134270.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2813029287031134270.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2912291784575679051.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_2912291784575679051.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_300742599375992700.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_300742599375992700.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3071891102784045919.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3071891102784045919.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3188173278029982748.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3188173278029982748.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3347538119451268206.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3347538119451268206.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3440123475400881539.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3440123475400881539.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_351600301135445203.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_351600301135445203.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3545483839642076178.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3545483839642076178.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3611444682168402753.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3611444682168402753.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3758204848164231193.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3758204848164231193.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3764944303956799428.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3764944303956799428.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3770099834706314187.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3770099834706314187.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_38035770191744776.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_38035770191744776.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3815827555493152666.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3815827555493152666.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3997208745267471783.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_3997208745267471783.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4054419275699219351.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4054419275699219351.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4125305520266984104.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4125305520266984104.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4130267094035241288.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4130267094035241288.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4318741155296678397.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4318741155296678397.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4349639137035948321.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4349639137035948321.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_447364733983412300.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_447364733983412300.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_455757818807915116.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_455757818807915116.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4650840803356399470.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4650840803356399470.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4753427831441369490.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_4753427831441369490.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_49871236893850707.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_49871236893850707.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5075247790668726636.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5075247790668726636.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_510444478860304006.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_510444478860304006.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5240409936451450238.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5240409936451450238.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5294191401879404818.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5294191401879404818.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5364406741382937171.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5364406741382937171.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5428975281748413862.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5428975281748413862.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5591667547352375955.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5591667547352375955.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5662511102827698261.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5662511102827698261.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5855880254448691588.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5855880254448691588.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5881801414552916468.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5881801414552916468.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5935024657400148626.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5935024657400148626.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5994904887595071952.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_5994904887595071952.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_600676651133665706.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_600676651133665706.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6130010752722400752.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6130010752722400752.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6414738226985888944.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6414738226985888944.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_665094400842960942.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_665094400842960942.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6702355412516933473.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6702355412516933473.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6786954268051235750.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_6786954268051235750.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7027155887116788736.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7027155887116788736.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_719508551692473112.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_719508551692473112.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7312058313110629793.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7312058313110629793.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7488358729531361357.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7488358729531361357.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7604148329212737066.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7604148329212737066.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7648147847463564191.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7648147847463564191.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7714105539745562275.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7714105539745562275.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7725511524096935893.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7725511524096935893.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7774375373623220413.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7774375373623220413.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7820460218538009689.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_7820460218538009689.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8025957214794392812.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8025957214794392812.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_802859889958701401.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_802859889958701401.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8029317472003186040.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8029317472003186040.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8227944602582947484.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8227944602582947484.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8251035367215885392.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8251035367215885392.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8254961588587211969.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8254961588587211969.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8416388212934115089.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8416388212934115089.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8537678951969331092.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8537678951969331092.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_869155282764283458.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_869155282764283458.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_869223471033898470.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_869223471033898470.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_869495155806458482.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_869495155806458482.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8726295167411516321.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8726295167411516321.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8726986656085470148.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8726986656085470148.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8756837976784654232.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8756837976784654232.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8769276820872236965.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8769276820872236965.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8827026811769709140.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8827026811769709140.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8950618507462905123.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_8950618507462905123.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_9097637293384720933.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_9097637293384720933.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_9195496365702315933.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_9195496365702315933.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_953966021619369058.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_2_953966021619369058.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_109141802760435552.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_109141802760435552.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_115398366172133208.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_115398366172133208.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_1530777731274295941.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_1530777731274295941.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_30657108449901924.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_30657108449901924.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_3237262710635198088.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_3237262710635198088.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_3328751165995417907.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_3328751165995417907.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_3448772909370921751.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_3448772909370921751.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_5543932161003144846.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_5543932161003144846.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6048863136779684330.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6048863136779684330.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6329650535238876250.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6329650535238876250.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6485907890296977116.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6485907890296977116.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6820720746873735998.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_6820720746873735998.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_7787159651131253113.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_7787159651131253113.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_7970880526469928146.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_7970880526469928146.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_8442970842888435113.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/hyperopt_trials/gcn_hybrid_100K_rmse_4_8442970842888435113.pkl -------------------------------------------------------------------------------- /examples/Movie-Lens/movielens_data_reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/movielens_data_reader.py -------------------------------------------------------------------------------- /examples/Movie-Lens/param_fetcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/param_fetcher.py -------------------------------------------------------------------------------- /examples/Movie-Lens/tmdb_api_key.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/Movie-Lens/tmdb_api_key.txt -------------------------------------------------------------------------------- /examples/datasets_and_reference_papers.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/examples/datasets_and_reference_papers.md -------------------------------------------------------------------------------- /hwer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/__init__.py -------------------------------------------------------------------------------- /hwer/content_recommender.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/content_recommender.py -------------------------------------------------------------------------------- /hwer/embed/BaseEmbed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/embed/BaseEmbed.py -------------------------------------------------------------------------------- /hwer/embed/CategoricalEmbed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/embed/CategoricalEmbed.py -------------------------------------------------------------------------------- /hwer/embed/FastTextEmbed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/embed/FastTextEmbed.py -------------------------------------------------------------------------------- /hwer/embed/FlairTextEmbed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/embed/FlairTextEmbed.py -------------------------------------------------------------------------------- /hwer/embed/NumericEmbed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/embed/NumericEmbed.py -------------------------------------------------------------------------------- /hwer/embed/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/embed/__init__.py -------------------------------------------------------------------------------- /hwer/gcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/gcn.py -------------------------------------------------------------------------------- /hwer/gcn_ncf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/gcn_ncf.py -------------------------------------------------------------------------------- /hwer/logging.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/logging.py -------------------------------------------------------------------------------- /hwer/misc/hnswlib_lib_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/hnswlib_lib_test.py -------------------------------------------------------------------------------- /hwer/misc/ndcg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/ndcg.py -------------------------------------------------------------------------------- /hwer/misc/spearman_rho.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/spearman_rho.py -------------------------------------------------------------------------------- /hwer/misc/speed_test_tsne.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/speed_test_tsne.py -------------------------------------------------------------------------------- /hwer/misc/test_categorical_embed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/test_categorical_embed.py -------------------------------------------------------------------------------- /hwer/misc/test_content_recommender.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/test_content_recommender.py -------------------------------------------------------------------------------- /hwer/misc/test_fasttext_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/test_fasttext_encoder.py -------------------------------------------------------------------------------- /hwer/misc/test_flair_embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/test_flair_embeddings.py -------------------------------------------------------------------------------- /hwer/misc/test_numeric_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/misc/test_numeric_encoder.py -------------------------------------------------------------------------------- /hwer/ncf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/ncf.py -------------------------------------------------------------------------------- /hwer/random_walk.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/random_walk.py -------------------------------------------------------------------------------- /hwer/recommendation_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/recommendation_base.py -------------------------------------------------------------------------------- /hwer/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/utils.py -------------------------------------------------------------------------------- /hwer/validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/hwer/validation.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/faizanahemad/Hybrid-Weighted-Embedding-Recommender/HEAD/setup.py --------------------------------------------------------------------------------