├── Applications.md ├── Denoising.md ├── Imports.lua ├── MultiLabelClassification.md ├── README.md ├── SequenceTagging.md ├── batch ├── BatcherFromFactory.lua └── BatcherFromFile.lua ├── denoise_cmd.sh ├── evaluate ├── Evaluator.lua ├── HammingEvaluator.lua ├── MultiLabelEvaluation.lua └── PSNREvaluator.lua ├── flags ├── DenoiseOptions.lua ├── GeneralOptions.lua ├── MultiLabelClassificationOptions.lua ├── SPENOptions.lua ├── SequenceTaggingOptions.lua └── TrainingOptions.lua ├── infer ├── GradientBasedInference.lua ├── GradientBasedInferenceConfig.lua └── RoundingPredictor.lua ├── infer1d ├── ExactInference.lua ├── Inference.lua ├── Inference1DUtil.lua ├── MeanFieldInference.lua ├── SumProductInference.lua └── ViterbiInference.lua ├── infer2d ├── BPGrid.lua ├── BasicBP.lua ├── ExactInferenceGrid.lua ├── InferenceGrid.lua └── MeanFieldInference.lua ├── main.lua ├── mlc_cmd.sh ├── model ├── BinaryGraphSPEN.lua ├── ChainCRF.lua ├── ChainSPEN.lua ├── DenoiseSPEN.lua ├── GraphSPEN.lua ├── MLCSPEN.lua └── SPEN.lua ├── optimize ├── GradientDirection.lua ├── LineSearch.lua └── UnrolledGradientOptimizer.lua ├── problem ├── ChainCRFSequenceTagging.lua ├── LinkPrediction.lua ├── PredictionTask.lua ├── SequenceTagging.lua ├── SimpleBinaryLinkPrediction.lua └── SimpleLabeledLinkPrediction.lua ├── quick_start_tagging.sh ├── scripts ├── MakeChainCRFData.lua ├── csv2torch.lua ├── im_pairs_to_torch.lua ├── join_images.lua ├── lossVector.sh ├── lossVector.sh~ ├── lossVectorCSV.sh ├── make_single_srl_example.lua ├── ml2torch.lua ├── replace.sh └── run_dai.m ├── srl ├── scripts │ ├── arcs2torch.lua │ ├── collisions2torch.lua │ ├── make_classification_data.py │ ├── make_classification_features.sh │ ├── make_spen_data.sh │ ├── merge_classification_data.lua │ ├── process_arcs.py │ └── process_arcs_with_collisions.py └── test_scatter.lua ├── tag_cmd.sh ├── test ├── test_chain_crf_approx_inference.lua ├── test_chain_crf_approx_mle.lua ├── test_chain_crf_inference.lua ├── test_chain_crf_mle.lua ├── test_chain_crf_mle_from_file.lua ├── test_chain_crf_sample.lua ├── test_chain_ind_prediction.lua ├── test_chain_spen_inference.lua ├── test_chain_spen_inference_backprop.lua ├── test_chain_spen_learn.lua ├── test_csv_io.lua ├── test_data_serialization_and_loading.lua ├── test_load_srl.lua ├── test_mirror_descent.lua ├── test_outer_product.lua ├── test_repeated_criterion.lua ├── test_scatter.lua └── test_srl_classifier.lua ├── train ├── Independent.lua ├── InstanceWeightedNLL.lua ├── MLE.lua ├── OptimizationConfig.lua ├── SSVM.lua ├── Train.lua ├── TrainingConfig.lua ├── TrainingWrappers.lua └── WeightedIndependent.lua └── util ├── Callback.lua ├── Cond.lua ├── Constant.lua ├── EpochDropout.lua ├── IO.lua ├── LogSumExp.lua ├── OneHot.lua ├── Pepperfish.lua ├── Predicate.lua ├── PrintNoNewline.lua ├── RepeatedCriterion.lua ├── ReshapeAs.lua ├── Saver.lua ├── SquaredLossPerBatchItem.lua └── TruncatedBackprop.lua /Applications.md: 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