Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X A adam_betas (joeynmt.config.TrainConfig attribute) add_tokens() (joeynmt.vocabulary.Vocabulary method) adjust_mask_size() (in module joeynmt.helpers) ALL_TOKENIZER_TYPES (joeynmt.tokenizers.EvaluationTokenizer attribute) arrays_to_sentences() (joeynmt.vocabulary.Vocabulary method) attention_probs (joeynmt.hub_interface.PredictionOutput attribute) AttentionMechanism (class in joeynmt.attention) autocast (joeynmt.config.BaseConfig attribute) B BahdanauAttention (class in joeynmt.attention) BaseConfig (class in joeynmt.config) BaseDataset (class in joeynmt.datasets) BaseHuggingfaceDataset (class in joeynmt.datasets) BaseScheduler (class in joeynmt.builders) BasicTokenizer (class in joeynmt.tokenizers) Batch (class in joeynmt.batch) batch_multiplier (joeynmt.config.TrainConfig attribute) batch_size (joeynmt.config.TestConfig attribute) (joeynmt.config.TrainConfig attribute) batch_type (joeynmt.config.TestConfig attribute) (joeynmt.config.TrainConfig attribute) beam_alpha (joeynmt.config.TestConfig attribute) beam_search() (in module joeynmt.search) beam_size (joeynmt.config.TestConfig attribute) bleu() (in module joeynmt.metrics) build_activation() (in module joeynmt.builders) build_dataset() (in module joeynmt.datasets) build_gradient_clipper() (in module joeynmt.builders) build_model() (in module joeynmt.model) build_optimizer() (in module joeynmt.builders) build_scheduler() (in module joeynmt.builders) build_tokenizer() (in module joeynmt.tokenizers) build_vocab() (in module joeynmt.vocabulary) C check_version() (in module joeynmt.helpers) chrf() (in module joeynmt.metrics) clip_grad_norm (joeynmt.config.TrainConfig attribute) clip_grad_val (joeynmt.config.TrainConfig attribute) clones() (in module joeynmt.helpers) CMVN (class in joeynmt.data_augmentation) collate_fn() (joeynmt.datasets.BaseDataset method) COLUMN_NAME (joeynmt.datasets.BaseHuggingfaceDataset attribute) (joeynmt.datasets.HuggingfaceTranslationDataset attribute) compute_alpha_beta() (in module joeynmt.initialization) compute_proj_keys() (joeynmt.attention.BahdanauAttention method) (joeynmt.attention.LuongAttention method) compute_proj_query() (joeynmt.attention.BahdanauAttention method) ConfigurationError ConformerEncoder (class in joeynmt.encoders) ConformerEncoderLayer (class in joeynmt.transformer_layers) Conv1dSubsampler (class in joeynmt.encoders) ConvolutionModule (class in joeynmt.transformer_layers) copy_cfg_file() (joeynmt.tokenizers.SentencePieceTokenizer method) (joeynmt.tokenizers.SubwordNMTTokenizer method) ctc_weight (joeynmt.config.TrainConfig attribute) D data (joeynmt.config.BaseConfig attribute) DataParallelWrapper (class in joeynmt.model) ddp_cleanup() (in module joeynmt.helpers_for_ddp) ddp_merge() (in module joeynmt.helpers_for_ddp) ddp_reduce() (in module joeynmt.helpers_for_ddp) ddp_setup() (in module joeynmt.helpers_for_ddp) ddp_synchronize() (in module joeynmt.helpers_for_ddp) Decoder (class in joeynmt.decoders) decrease_factor (joeynmt.config.TrainConfig attribute) delete_ckpt() (in module joeynmt.helpers) device (joeynmt.config.BaseConfig attribute) DistributedSubsetSampler (class in joeynmt.helpers_for_ddp) E early_stopping_metric (joeynmt.config.TrainConfig attribute) Embeddings (class in joeynmt.embeddings) Encoder (class in joeynmt.encoders) epochs (joeynmt.config.TrainConfig attribute) eval_metrics (joeynmt.config.TestConfig attribute) evaluate() (in module joeynmt.prediction) EvaluationTokenizer (class in joeynmt.tokenizers) expand_reverse_index() (in module joeynmt.helpers) extract_fbank_features() (in module joeynmt.helpers_for_audio) F FastBPETokenizer (class in joeynmt.tokenizers) flatten() (in module joeynmt.helpers) forward() (joeynmt.attention.AttentionMechanism method) (joeynmt.attention.BahdanauAttention method) (joeynmt.attention.LuongAttention method) (joeynmt.decoders.RecurrentDecoder method) (joeynmt.decoders.TransformerDecoder method) (joeynmt.embeddings.Embeddings method) (joeynmt.encoders.ConformerEncoder method) (joeynmt.encoders.Conv1dSubsampler method) (joeynmt.encoders.RecurrentEncoder method) (joeynmt.encoders.TransformerEncoder method) (joeynmt.loss.XentCTCLoss method) (joeynmt.loss.XentLoss method) (joeynmt.model.DataParallelWrapper method) (joeynmt.model.Model method) (joeynmt.transformer_layers.ConformerEncoderLayer method) (joeynmt.transformer_layers.ConvolutionModule method) (joeynmt.transformer_layers.MultiHeadedAttention method) (joeynmt.transformer_layers.PositionalEncoding method) (joeynmt.transformer_layers.PositionwiseFeedForward method) (joeynmt.transformer_layers.TransformerDecoderLayer method) (joeynmt.transformer_layers.TransformerEncoderLayer method) fp16 (joeynmt.config.BaseConfig attribute) freeze_params() (in module joeynmt.helpers) G generate() (joeynmt.hub_interface.TranslatorHubInterface method) generate_unk (joeynmt.config.TestConfig attribute) get_features() (in module joeynmt.helpers_for_audio) get_item() (joeynmt.datasets.BaseDataset method) get_latest_checkpoint() (in module joeynmt.helpers) get_list() (joeynmt.datasets.BaseDataset method) (joeynmt.datasets.BaseHuggingfaceDataset method) (joeynmt.datasets.PlaintextDataset method) (joeynmt.datasets.TsvDataset method) get_logger() (in module joeynmt.helpers_for_ddp) get_n_frames() (in module joeynmt.helpers_for_audio) get_out_seq_lens_tensor() (joeynmt.encoders.Conv1dSubsampler method) get_state() (joeynmt.datasets.SentenceBatchSampler method) greedy() (in module joeynmt.search) H HuggingfaceTranslationDataset (class in joeynmt.datasets) I init_from_checkpoint() (joeynmt.training.TrainManager method) init_layers() (joeynmt.training.TrainManager method) initialize_model() (in module joeynmt.initialization) is_best() (joeynmt.training.TrainManager.TrainStatistics method) is_better() (joeynmt.training.TrainManager.TrainStatistics method) is_unk() (joeynmt.vocabulary.Vocabulary method) J joeynmt.attention module joeynmt.batch module joeynmt.builders module joeynmt.config module joeynmt.data module joeynmt.data_augmentation module joeynmt.datasets module joeynmt.decoders module joeynmt.embeddings module joeynmt.encoders module joeynmt.helpers module joeynmt.helpers_for_audio module joeynmt.helpers_for_ddp module joeynmt.hub_interface module joeynmt.initialization module joeynmt.loss module joeynmt.metrics module joeynmt.model module joeynmt.plotting module joeynmt.prediction module joeynmt.search module joeynmt.tokenizers module joeynmt.training module joeynmt.transformer_layers module joeynmt.vocabulary module joeynmt_version (joeynmt.config.BaseConfig attribute) K keep_best_ckpts (joeynmt.config.TrainConfig attribute) L label_smoothing (joeynmt.config.TrainConfig attribute) learning_rate (joeynmt.config.TrainConfig attribute) learning_rate_factor (joeynmt.config.TrainConfig attribute) learning_rate_min (joeynmt.config.TrainConfig attribute) learning_rate_warmup (joeynmt.config.TrainConfig attribute) lengths_to_padding_mask() (in module joeynmt.helpers) load_checkpoint() (in module joeynmt.helpers) load_config() (in module joeynmt.config) load_data() (in module joeynmt.data) (joeynmt.datasets.BaseDataset method) (joeynmt.datasets.BaseHuggingfaceDataset method) (joeynmt.datasets.HuggingfaceTranslationDataset method) (joeynmt.datasets.PlaintextDataset method) (joeynmt.datasets.SpeechDataset method) (joeynmt.datasets.TsvDataset method) load_decoder (joeynmt.config.TrainConfig attribute) load_encoder (joeynmt.config.TrainConfig attribute) load_from_file() (joeynmt.embeddings.Embeddings method) load_model (joeynmt.config.TestConfig attribute) (joeynmt.config.TrainConfig attribute) load_state_dict() (joeynmt.builders.BaseScheduler method) (joeynmt.builders.NoamScheduler method) (joeynmt.builders.WarmupExponentialDecayScheduler method) (joeynmt.builders.WarmupInverseSquareRootScheduler method) (joeynmt.model.DataParallelWrapper method) (joeynmt.training.TrainManager.TrainStatistics method) log() (joeynmt.helpers_for_ddp.MultiProcessAdapter method) log_config() (in module joeynmt.config) log_parameters_list() (joeynmt.model.Model method) log_vocab() (joeynmt.vocabulary.Vocabulary method) logging_freq (joeynmt.config.TrainConfig attribute) lookup() (joeynmt.vocabulary.Vocabulary method) lookup_item() (joeynmt.datasets.BaseDataset method) (joeynmt.datasets.BaseHuggingfaceDataset method) (joeynmt.datasets.PlaintextDataset method) (joeynmt.datasets.StreamDataset method) (joeynmt.datasets.TsvDataset method) loss (joeynmt.config.TrainConfig attribute) loss_function (joeynmt.model.Model property) lstm_forget_gate_init_() (in module joeynmt.initialization) LuongAttention (class in joeynmt.attention) M make_iter() (joeynmt.datasets.BaseDataset method) make_model_dir() (in module joeynmt.helpers) max_output_length (joeynmt.config.TestConfig attribute) max_updates (joeynmt.config.TrainConfig attribute) min_output_length (joeynmt.config.TestConfig attribute) minimize_metric (joeynmt.config.TrainConfig attribute) Model (class in joeynmt.model) model (joeynmt.config.BaseConfig attribute) model_dir (joeynmt.config.BaseConfig attribute) module joeynmt.attention joeynmt.batch joeynmt.builders joeynmt.config joeynmt.data joeynmt.data_augmentation joeynmt.datasets joeynmt.decoders joeynmt.embeddings joeynmt.encoders joeynmt.helpers joeynmt.helpers_for_audio joeynmt.helpers_for_ddp joeynmt.hub_interface joeynmt.initialization joeynmt.loss joeynmt.metrics joeynmt.model joeynmt.plotting joeynmt.prediction joeynmt.search joeynmt.tokenizers joeynmt.training joeynmt.transformer_layers joeynmt.vocabulary MultiHeadedAttention (class in joeynmt.transformer_layers) MultiProcessAdapter (class in joeynmt.helpers_for_ddp) N n_best (joeynmt.config.TestConfig attribute) n_gpu (joeynmt.config.BaseConfig attribute) name (joeynmt.config.BaseConfig attribute) no_repeat_ngram_size (joeynmt.config.TestConfig attribute) NoamScheduler (class in joeynmt.builders) normalization (joeynmt.config.TrainConfig attribute) normalize() (joeynmt.batch.Batch method) num_samples (joeynmt.datasets.SentenceBatchSampler property) (joeynmt.helpers_for_ddp.DistributedSubsetSampler property) (joeynmt.helpers_for_ddp.RandomSubsetSampler property) num_workers (joeynmt.config.BaseConfig attribute) O optimizer (joeynmt.config.TrainConfig attribute) orthogonal_rnn_init_() (in module joeynmt.initialization) output_size (joeynmt.decoders.Decoder property) (joeynmt.encoders.Encoder property) P pad() (in module joeynmt.helpers) pad_features() (in module joeynmt.helpers_for_audio) parse_global_args() (in module joeynmt.config) parse_test_args() (in module joeynmt.config) parse_train_args() (in module joeynmt.config) patience (joeynmt.config.TrainConfig attribute) PlaintextDataset (class in joeynmt.datasets) plot_attention() (joeynmt.hub_interface.TranslatorHubInterface method) plot_heatmap() (in module joeynmt.plotting) PositionalEncoding (class in joeynmt.transformer_layers) PositionwiseFeedForward (class in joeynmt.transformer_layers) post_process() (joeynmt.tokenizers.BasicTokenizer method) (joeynmt.tokenizers.SentencePieceTokenizer method) (joeynmt.tokenizers.SubwordNMTTokenizer method) pre_process() (joeynmt.tokenizers.BasicTokenizer method) predict() (in module joeynmt.prediction) PredictionOutput (class in joeynmt.hub_interface) prepare() (in module joeynmt.prediction) print_valid_sents (joeynmt.config.TrainConfig attribute) R RandomSubsetSampler (class in joeynmt.helpers_for_ddp) read_list_from_file() (in module joeynmt.helpers) RecurrentDecoder (class in joeynmt.decoders) RecurrentEncoder (class in joeynmt.encoders) remove_extra_spaces() (in module joeynmt.helpers) remove_punctuation() (in module joeynmt.helpers) repetition_penalty (joeynmt.config.TestConfig attribute) reset() (joeynmt.datasets.SentenceBatchSampler method) (joeynmt.helpers_for_ddp.DistributedSubsetSampler method) (joeynmt.helpers_for_ddp.RandomSubsetSampler method) reset_best_ckpt (joeynmt.config.TrainConfig attribute) reset_cache() (joeynmt.datasets.StreamDataset method) reset_indices() (joeynmt.datasets.BaseDataset method) reset_iter_state (joeynmt.config.TrainConfig attribute) reset_optimizer (joeynmt.config.TrainConfig attribute) reset_scheduler (joeynmt.config.TrainConfig attribute) resolve_ckpt_path() (in module joeynmt.helpers) return_attention (joeynmt.config.TestConfig attribute) return_prob (joeynmt.config.TestConfig attribute) S sacrebleu_cfg (joeynmt.config.TestConfig attribute) save_hypothese() (in module joeynmt.helpers) scheduling (joeynmt.config.TrainConfig attribute) score() (joeynmt.batch.Batch static method) (joeynmt.hub_interface.TranslatorHubInterface method) search() (in module joeynmt.search) seed (joeynmt.config.BaseConfig attribute) SentenceBatchSampler (class in joeynmt.datasets) SentencePieceTokenizer (class in joeynmt.tokenizers) sentences_to_ids() (joeynmt.vocabulary.Vocabulary method) sequence_accuracy() (in module joeynmt.metrics) sequence_probs (joeynmt.hub_interface.PredictionOutput attribute) set_item() (joeynmt.datasets.SpeechStreamDataset method) (joeynmt.datasets.StreamDataset method) set_seed() (in module joeynmt.helpers) (joeynmt.datasets.SentenceBatchSampler method) (joeynmt.helpers_for_ddp.DistributedSubsetSampler method) (joeynmt.helpers_for_ddp.RandomSubsetSampler method) set_state() (joeynmt.datasets.SentenceBatchSampler method) set_validation_args() (in module joeynmt.config) set_vocab() (joeynmt.tokenizers.BasicTokenizer method) (joeynmt.tokenizers.FastBPETokenizer method) (joeynmt.tokenizers.SentencePieceTokenizer method) (joeynmt.tokenizers.SubwordNMTTokenizer method) shuffle (joeynmt.config.TrainConfig attribute) sort_and_cut() (in module joeynmt.vocabulary) sort_by_src_length() (joeynmt.batch.Batch method) SPACE (joeynmt.tokenizers.BasicTokenizer attribute) SPACE_ESCAPE (joeynmt.tokenizers.BasicTokenizer attribute) SpecAugment (class in joeynmt.data_augmentation) SpeechDataset (class in joeynmt.datasets) SpeechProcessor (class in joeynmt.tokenizers) SpeechStreamDataset (class in joeynmt.datasets) src (joeynmt.datasets.BaseDataset property) (joeynmt.datasets.SpeechDataset property) state_dict() (joeynmt.builders.BaseScheduler method) (joeynmt.builders.NoamScheduler method) (joeynmt.builders.WarmupExponentialDecayScheduler method) (joeynmt.builders.WarmupInverseSquareRootScheduler method) (joeynmt.model.DataParallelWrapper method) (joeynmt.training.TrainManager.TrainStatistics method) step() (joeynmt.builders.BaseScheduler method) store_attention_plots() (in module joeynmt.helpers) StreamDataset (class in joeynmt.datasets) subsequent_mask() (in module joeynmt.helpers) SubwordNMTTokenizer (class in joeynmt.tokenizers) symlink_update() (in module joeynmt.helpers) T task (joeynmt.config.BaseConfig attribute) test (joeynmt.config.BaseConfig attribute) test() (in module joeynmt.prediction) TestConfig (class in joeynmt.config) tile() (in module joeynmt.helpers) to_file() (joeynmt.vocabulary.Vocabulary method) token_accuracy() (in module joeynmt.metrics) token_probs (joeynmt.hub_interface.PredictionOutput attribute) TokenBatchSampler (class in joeynmt.datasets) tokens (joeynmt.hub_interface.PredictionOutput attribute) train (joeynmt.config.BaseConfig attribute) train() (in module joeynmt.training) train_and_validate() (joeynmt.training.TrainManager method) TrainConfig (class in joeynmt.config) TrainManager (class in joeynmt.training) TrainManager.TrainStatistics (class in joeynmt.training) TransformerDecoder (class in joeynmt.decoders) TransformerDecoderLayer (class in joeynmt.transformer_layers) TransformerEncoder (class in joeynmt.encoders) TransformerEncoderLayer (class in joeynmt.transformer_layers) translate() (in module joeynmt.prediction) translation (joeynmt.hub_interface.PredictionOutput attribute) TranslatorHubInterface (class in joeynmt.hub_interface) trg (joeynmt.datasets.BaseDataset property) TsvDataset (class in joeynmt.datasets) U unicode_normalize() (in module joeynmt.helpers) use_ddp() (in module joeynmt.helpers_for_ddp) V validation_freq (joeynmt.config.TrainConfig attribute) Vocabulary (class in joeynmt.vocabulary) W WarmupExponentialDecayScheduler (class in joeynmt.builders) WarmupInverseSquareRootScheduler (class in joeynmt.builders) weight_decay (joeynmt.config.TrainConfig attribute) wer() (in module joeynmt.metrics) write_list_to_file() (in module joeynmt.helpers) X xavier_uniform_n_() (in module joeynmt.initialization) XentCTCLoss (class in joeynmt.loss) XentLoss (class in joeynmt.loss)