├── .gitignore ├── Makefile ├── README.md ├── __init__.py ├── config ├── __init__.py ├── bidirectional_1.py ├── bidirectional_tgtcls_1.py ├── bidirectional_tgtcls_1_momentum.py ├── bidirectional_tgtcls_1_momentum_maxlen.py ├── bidirectional_tgtcls_1_notvt.py ├── bidirectional_tgtcls_2.py ├── bidirectional_tgtcls_relu_1.py ├── bidirectional_window_1.py ├── bidirectional_window_1_momentum.py ├── dest_mlp_1_cswdtx_alexandre.py ├── dest_mlp_2_cs.py ├── dest_mlp_2_cswdt.py ├── dest_mlp_2_noembed.py ├── dest_mlp_emb_only.py ├── dest_mlp_tgtcls_0_cs.py ├── dest_mlp_tgtcls_1_cs.py ├── dest_mlp_tgtcls_1_cswdt.py ├── dest_mlp_tgtcls_1_cswdtx.py ├── dest_mlp_tgtcls_1_cswdtx_alexandre.py ├── dest_mlp_tgtcls_1_cswdtx_batchshuffle.py ├── dest_mlp_tgtcls_1_cswdtx_small.py ├── dest_mlp_tgtcls_2_cswdtx_small.py ├── joint_mlp_tgtcls_111_cswdtx.py ├── joint_mlp_tgtcls_111_cswdtx_bigger.py ├── joint_mlp_tgtcls_111_cswdtx_bigger_dropout.py ├── joint_mlp_tgtcls_111_cswdtx_noise_dout.py ├── joint_mlp_tgtcls_1_cswdtx.py ├── joint_mlp_tgtcls_1_cswdtx_bigger.py ├── memory_network_adeb.py ├── memory_network_bidir.py ├── memory_network_bidir_2.py ├── memory_network_bidir_momentum.py ├── memory_network_mlp.py ├── memory_network_mlp_2.py ├── memory_network_mlp_2_momentum.py ├── memory_network_mlp_3_momentum.py ├── memory_network_mlp_3_momentum_normalization.py ├── memory_network_mlp_4_momentum.py ├── memory_network_mlp_5_momentum.py ├── rnn_1.py ├── rnn_lag_tgtcls_1.py ├── rnn_tgtcls_1.py ├── time_mlp_1.py ├── time_mlp_2_cswdtx.py └── time_mlp_tgtcls_2_cswdtx.py ├── data ├── __init__.py ├── csv_to_hdf5.py ├── cut.py ├── cuts │ ├── __init__.py │ ├── large_valid.py │ ├── test_times_0.py │ ├── tvt_test.py │ └── tvt_valid.py ├── hdf5.py ├── init_valid.py ├── make_reference_output.py ├── make_time_index.py ├── make_tvt.py ├── make_valid_cut.py ├── rfc4180.py └── transformers.py ├── data_analysis ├── cluster_arrival.py ├── destmaps.py ├── maps.py └── maps_old.py ├── doc ├── biblio.bib ├── heatmap_3_5.png ├── kaggle_blog_post.pptx ├── memory_taxi.png ├── report.tm ├── short_report.pdf └── winning_model.png ├── error.py ├── ext_saveload.py ├── ext_test.py ├── model ├── __init__.py ├── bidirectional.py ├── bidirectional_direct.py ├── bidirectional_tgtcls.py ├── bidirectional_tgtcls_window.py ├── dest_mlp.py ├── dest_mlp_tgtcls.py ├── joint_mlp_tgtcls.py ├── memory_network.py ├── memory_network_bidir.py ├── memory_network_mlp.py ├── mlp.py ├── mlp_emb.py ├── rnn.py ├── rnn_direct.py ├── rnn_lag_tgtcls.py ├── rnn_tgtcls.py ├── stream.py ├── time_mlp.py └── time_mlp_tgtcls.py ├── prepare.sh ├── pvalue.py ├── train.py └── visualizer ├── HTTPServer.py ├── __init__.py ├── extract_all.sh ├── extractor ├── destinations.py ├── stands.py ├── test_positions.py └── train_poi.py ├── index.html ├── script.js └── style.css /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adbrebs/taxi/HEAD/.gitignore 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