Index A | B | C | D | E | F | G | I | J | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y A afit_transform() (sammo.search.BeamSearch method) (sammo.search.EnumerativeSearch method) APE (class in sammo.mutators) APO (class in sammo.mutators) applicable() (sammo.mutators.BagOfMutators method) (sammo.mutators.DecreaseInContextExamples method) (sammo.mutators.DropParameter method) (sammo.mutators.Mutator method) (sammo.mutators.RepeatSegment method) (sammo.mutators.ShortenSegment method) (sammo.mutators.SyntaxTreeMutator method) argbest() (sammo.search.Optimizer method) argsort() (sammo.search.Optimizer method) arun() (sammo.components.Output method) (sammo.scheduler.Scheduler method) AtMost (class in sammo.throttler) AzureChat (class in sammo.runners) AzureEmbedding (class in sammo.runners) AzureMixIn (class in sammo.runners) AzureVisionChat (class in sammo.runners) B BagOfMutators (class in sammo.mutators) barwidth (sammo.compactbars.SubProgressBar property) BASE_URL (sammo.runners.DeepInfraEmbedding attribute) (sammo.runners.OpenAIChat attribute) BaseRunner (class in sammo.runners) BeamSearch (class in sammo.search) best (sammo.search.Optimizer property) best_prompt (sammo.search.Optimizer property) best_score (sammo.search.Optimizer property) bfs() (sammo.base.Result class method) break_even() (sammo.search.Optimizer method) C ChangeDataFormat (class in sammo.mutators) ChangeSectionsFormat (class in sammo.mutators) clone_with_stored_value() (sammo.base.Result method) CLOSING (sammo.extractors.ParseJSON attribute) CodeTimer (class in sammo.utils) CompactProgressBars (class in sammo.compactbars) CompiledQuery (class in sammo.base) Component (class in sammo.base) compress() (sammo.mutators.StopwordsCompressor method) ComputeNode (class in sammo.scheduler) constants (sammo.data.DataTable property) copy() (sammo.data.DataTable method) Costs (class in sammo.base) costs (sammo.base.LLMResult property) (sammo.base.Runner property) D DataFormatter (class in sammo.dataformatters) DataTable (class in sammo.data) DEBUG_INTERVAL_SECONDS (sammo.throttler.Throttler attribute) DecreaseInContextExamples (class in sammo.mutators) DeepInfraEmbedding (class in sammo.runners) DEFAULT_CACHE (sammo.runners.BaseRunner attribute) (sammo.runners.DeepInfraEmbedding attribute) (sammo.runners.OpenAIEmbedding attribute) DEFAULT_NAMES (sammo.dataformatters.DataFormatter attribute) DEFAULT_SAVE_PATH (in module sammo.utils) DefaultExtractor (class in sammo.extractors) delete_all_elements() (sammo.mutators.SyntaxTreeMutator static method) display() (sammo.scheduler.Scheduler method) done (sammo.compactbars.SubProgressBar property) draw_beta_bernoulli() (sammo.mutators.BagOfMutators static method) draw_map_beta_bernoulli() (sammo.mutators.BagOfMutators static method) DropExamples (class in sammo.mutators) DropIntro (class in sammo.mutators) DropParameter (class in sammo.mutators) E elapsed (sammo.compactbars.SubProgressBar property) elapsed_long (sammo.compactbars.SubProgressBar property) EmbeddingFewshotExamples (class in sammo.instructions) EmptyResult (class in sammo.base) EnumerativeSearch (class in sammo.search) eta (sammo.compactbars.SubProgressBar property) evaluate() (sammo.search.Optimizer method) EvaluationScore (class in sammo.base) Extractor (class in sammo.extractors) ExtractRegex (class in sammo.extractors) F factor (sammo.extractors.ToNum property) FewshotExamples (class in sammo.instructions) finalize() (sammo.compactbars.CompactProgressBars method) find_image_segments() (sammo.runners.OpenAIVisionChat class method) fit() (sammo.search.Optimizer method) fit_costs (sammo.search.Optimizer property) fit_transform() (sammo.search.Optimizer method) ForEach (class in sammo.components) format_batch() (sammo.dataformatters.DataFormatter method) format_datatable() (sammo.dataformatters.DataFormatter method) format_single() (sammo.dataformatters.DataFormatter method) FRACTION_EOL (sammo.extractors.ExtractRegex attribute) from_json() (sammo.data.DataTable class method) (sammo.store.PersistentDict class method) from_pandas() (sammo.data.DataTable class method) from_path() (sammo.base.CompiledQuery class method) from_records() (sammo.data.DataTable class method) G generate_embedding() (sammo.runners.OpenAIEmbedding method) generate_text() (sammo.runners.MockedRunner method) (sammo.runners.OpenAIChat method) GenerateText (class in sammo.components) get() (sammo.compactbars.CompactProgressBars method) get_extractor() (sammo.dataformatters.JSONDataFormatter method) (sammo.dataformatters.MultiLabelFormatter method) (sammo.dataformatters.QuestionAnswerFormatter method) (sammo.dataformatters.XMLDataFormatter method) get_first_point() (in module sammo.search_op) get_initial_candidates() (sammo.mutators.APE method) (sammo.mutators.Mutator method) get_minibatch_iterator() (sammo.data.DataTable method) get_phrases() (sammo.mutators.SyntaxTreeMutator class method) get_points_from_search_space() (in module sammo.search_op) I InduceInstructions (class in sammo.mutators) InMemoryDict (class in sammo.store) INPUT_FIELD (sammo.runners.DeepInfraEmbedding attribute) (sammo.runners.OpenAIEmbedding attribute) InputData (class in sammo.instructions) inputs (sammo.data.DataTable property) INT_EOL (sammo.extractors.ExtractRegex attribute) interval (sammo.utils.CodeTimer property) J JSONDataFormatter (class in sammo.dataformatters) JSONPath (class in sammo.extractors) L LambdaExtractor (class in sammo.extractors) LAST_TSV_COL (sammo.extractors.ExtractRegex attribute) ListComponent (class in sammo.base) LLMResult (class in sammo.base) load_image() (sammo.runners.OpenAIVisionChat class method) log() (sammo.search.BeamSearch method) logger (in module sammo.extractors) (in module sammo.mutators) (in module sammo.runners) (in module sammo.scheduler) (in module sammo.search) M MAIN_NAME (in module sammo.utils) MAIN_PATH (in module sammo.utils) many_of() (in module sammo.search_op) MarkdownParser (class in sammo.extractors) MAX_BATCH_SIZE (sammo.instructions.EmbeddingFewshotExamples attribute) MetaPrompt (class in sammo.instructions) MockedRunner (class in sammo.runners) module sammo sammo.base sammo.compactbars sammo.components sammo.data sammo.dataformatters sammo.extractors sammo.instructions sammo.mutators sammo.runners sammo.scheduler sammo.search sammo.search_op sammo.store sammo.throttler sammo.utils MultiLabelFormatter (class in sammo.dataformatters) mutate() (sammo.mutators.APO method) (sammo.mutators.BagOfMutators method) (sammo.mutators.ChangeDataFormat method) (sammo.mutators.DecreaseInContextExamples method) (sammo.mutators.DropParameter method) (sammo.mutators.InduceInstructions method) (sammo.mutators.Mutator method) (sammo.mutators.PruneSyntaxTree method) (sammo.mutators.RepeatSegment method) (sammo.mutators.ReplaceParameter method) (sammo.mutators.ShortenSegment method) (sammo.mutators.SyntaxTreeMutator method) MutatedCandidate (class in sammo.mutators) Mutator (class in sammo.mutators) N n_minibatches() (sammo.components.Output method) NEEDS_SCHEDULING (sammo.base.Component attribute) (sammo.components.ForEach attribute) (sammo.components.GenerateText attribute) NonEmptyResult (class in sammo.base) NonRetriableError O objective (sammo.mutators.Mutator property) offset (sammo.extractors.ToNum property) one_of() (in module sammo.search_op) OpenAIBaseRunner (class in sammo.runners) OpenAIChat (class in sammo.runners) OpenAIEmbedding (class in sammo.runners) OpenAIVisionChat (class in sammo.runners) OPENING (sammo.extractors.ParseJSON attribute) Optimizer (class in sammo.search) optional() (in module sammo.search_op) Output (class in sammo.components) outputs (sammo.data.DataTable property) P Paragraph (class in sammo.instructions) Paraphrase (class in sammo.mutators) ParaphraseStatic (class in sammo.mutators) parents (sammo.base.Result property) parse_document() (sammo.mutators.SyntaxTreeMutator static method) ParseJSON (class in sammo.extractors) ParseResult (class in sammo.base) ParseXML (class in sammo.extractors) pause_for (sammo.throttler.AtMost attribute) PERCENTAGE_EOL (sammo.extractors.ExtractRegex attribute) period (sammo.throttler.AtMost attribute) permutate() (in module sammo.search_op) persist() (sammo.store.InMemoryDict method) persistent_hash() (sammo.data.DataTable method) PersistentDict (class in sammo.store) phase (sammo.compactbars.SubProgressBar property) phases (sammo.compactbars.SubProgressBar attribute) plot() (sammo.scheduler.Scheduler method) print_structure() (sammo.base.Component method) priors (sammo.mutators.Mutator property) prompt_logger (in module sammo.runners) PROMPT_LOGGER_NAME (in module sammo) PruneSyntaxTree (class in sammo.mutators) Q query() (sammo.base.Component method) QuestionAnswerFormatter (class in sammo.dataformatters) R random_split() (sammo.data.DataTable method) RandomFewshotExamples (class in sammo.instructions) rate (sammo.compactbars.SubProgressBar property) RegularizedEvolution (class in sammo.search) RemoveStopWordsFromSegment (class in sammo.mutators) render_as_markdown() (sammo.instructions.MetaPrompt method) (sammo.instructions.Paragraph method) (sammo.instructions.Section method) render_as_raw() (sammo.instructions.MetaPrompt method) (sammo.instructions.Section method) render_as_xml() (sammo.instructions.MetaPrompt method) (sammo.instructions.Section method) Renderer (class in sammo.instructions) RepeatSegment (class in sammo.mutators) replace_all_elements() (sammo.mutators.SyntaxTreeMutator static method) replace_static_text() (sammo.base.Component method) ReplaceParameter (class in sammo.mutators) REPORT_COLUMNS (sammo.search.BeamSearch attribute) (sammo.search.EnumerativeSearch attribute) (sammo.search.Optimizer attribute) RESAMPLE (sammo.mutators.APE attribute) reset_costs() (sammo.base.Runner method) Result (class in sammo.base) RetriableError RETRY_ERRORS (sammo.runners.BaseRunner attribute) REUTERS_STOPLIST (sammo.mutators.StopwordsCompressor attribute) run() (sammo.components.Output method) (sammo.scheduler.Scheduler method) run_node() (sammo.scheduler.Scheduler method) Runner (class in sammo.base) S sammo module sammo.base module sammo.compactbars module sammo.components module sammo.data module sammo.dataformatters module sammo.extractors module sammo.instructions module sammo.mutators module sammo.runners module sammo.scheduler module sammo.search module sammo.search_op module sammo.store module sammo.throttler module sammo.utils module sample() (sammo.data.DataTable method) save() (sammo.search.Optimizer method) ScalarComponent (class in sammo.base) SCENARIO (sammo.runners.AzureChat attribute) (sammo.runners.AzureEmbedding attribute) (sammo.runners.AzureVisionChat attribute) Scheduler (class in sammo.scheduler) score() (sammo.search.Optimizer method) Section (class in sammo.instructions) SegmentToBulletPoints (class in sammo.mutators) SequentialSearch (class in sammo.search) serialize_json() (in module sammo.utils) set_static_text() (sammo.instructions.Section method) setup_logger() (in module sammo) ShortenSegment (class in sammo.mutators) show_report() (sammo.search.Optimizer method) shuffle() (sammo.data.DataTable method) sleep() (sammo.throttler.Throttler static method) split_into_phrases() (sammo.mutators.SyntaxTreeMutator class method) SplitLines (class in sammo.extractors) static_text() (sammo.instructions.Section method) StopwordsCompressor (class in sammo.mutators) store_as() (sammo.base.Component method) StoreAs (class in sammo.base) StripWhitespace (class in sammo.extractors) SubProgressBar (class in sammo.compactbars) SUFFIX (sammo.runners.OpenAIChat attribute) (sammo.runners.OpenAIEmbedding attribute) swap_all_elements() (sammo.mutators.SyntaxTreeMutator static method) sync() (in module sammo.utils) syntax_parser (sammo.mutators.SyntaxTreeMutator attribute) SyntaxTreeMutator (class in sammo.mutators) T Template (class in sammo.base) TEMPLATE (in module sammo.scheduler) text (sammo.base.Component property) (sammo.base.Template property) TextResult (class in sammo.base) Throttler (class in sammo.throttler) TimeoutResult (class in sammo.base) to_dict() (sammo.base.Costs method) (sammo.base.EvaluationScore method) to_json() (sammo.base.Result method) (sammo.data.DataTable method) (sammo.store.PersistentDict method) to_records() (sammo.data.DataTable method) to_string() (sammo.data.DataTable method) ToNum (class in sammo.extractors) total (sammo.base.Costs property) (sammo.compactbars.SubProgressBar property) transform() (sammo.search.Optimizer method) type (sammo.throttler.AtMost attribute) U Union (class in sammo.components) update() (sammo.compactbars.SubProgressBar method) update_job_stats() (sammo.throttler.Throttler method) update_priors() (sammo.mutators.Mutator method) V vacuum() (sammo.store.PersistentDict method) validate() (sammo.search.Optimizer method) value (sammo.throttler.AtMost attribute) VerbatimText (class in sammo.base) W wait_in_line() (sammo.throttler.Throttler method) with_extractor() (sammo.instructions.MetaPrompt method) with_parent() (sammo.base.Result method) (sammo.mutators.MutatedCandidate method) X XML_TAGS (sammo.extractors.ParseXML attribute) XMLDataFormatter (class in sammo.dataformatters) Y YAMLParser (class in sammo.extractors)