All modules for which code is available

• mllm_shap.benchmarks.bench_api_perf
• mllm_shap.connectors.base.audio
• mllm_shap.connectors.base.chat
• mllm_shap.connectors.base.chat_entry
• mllm_shap.connectors.base.explainer_cache
• mllm_shap.connectors.base.filters
• mllm_shap.connectors.base.model
• mllm_shap.connectors.base.model_response
• mllm_shap.connectors.config
• mllm_shap.connectors.enums
• mllm_shap.connectors.filters
• mllm_shap.connectors.liquid.chat
• mllm_shap.connectors.liquid.model
• mllm_shap.connectors.mock.chat
• mllm_shap.connectors.mock.model
• mllm_shap.connectors.transformers_text.chat
• mllm_shap.connectors.transformers_text.model
• mllm_shap.observability.bridge
• mllm_shap.observability.events
• mllm_shap.observability.sink
• mllm_shap.shap.base.approx
• mllm_shap.shap.base.embeddings
• mllm_shap.shap.base.explainer
• mllm_shap.shap.base.normalizers
• mllm_shap.shap.base.shap_explainer
• mllm_shap.shap.base.similarity
• mllm_shap.shap.compact
• mllm_shap.shap.complementary._approximation
• mllm_shap.shap.complementary.limited
• mllm_shap.shap.complementary.standard
• mllm_shap.shap.core.contracts
• mllm_shap.shap.core.engine
• mllm_shap.shap.core.estimation
• mllm_shap.shap.core.sampling
• mllm_shap.shap.core.telemetry
• mllm_shap.shap.embeddings
• mllm_shap.shap.enums
• mllm_shap.shap.explainer_result
• mllm_shap.shap.hierarchical.enums
• mllm_shap.shap.hierarchical.explainer
• mllm_shap.shap.masks.dedup_index
• mllm_shap.shap.masks.mask_codec
• mllm_shap.shap.masks.mask_space
• mllm_shap.shap.monte_carlo.limited
• mllm_shap.shap.monte_carlo.standard
• mllm_shap.shap.monte_carlo.utils
• mllm_shap.shap.neyman.limited
• mllm_shap.shap.neyman.standard
• mllm_shap.shap.normalizers
• mllm_shap.shap.pipeline.context
• mllm_shap.shap.pipeline.contracts
• mllm_shap.shap.pipeline.pipeline
• mllm_shap.shap.pipeline.presets
• mllm_shap.shap.pipeline.stages.attribution_stage
• mllm_shap.shap.pipeline.stages.finalize_stage
• mllm_shap.shap.pipeline.stages.sampling_adapter
• mllm_shap.shap.pipeline.stages.sampling_stage
• mllm_shap.shap.pipeline.stages.similarity_stage
• mllm_shap.shap.precise
• mllm_shap.shap.similarity
• mllm_shap.utils.audio
• mllm_shap.utils.jupyter
• mllm_shap.utils.logger
• mllm_shap.utils.other