List of all items

Structs

• config::InferenceConfig
• config::QuantizationConfig
• config::SensorEncoderConfig
• config::SensorLMConfig
• config::TextEncoderConfig
• config::TrainingConfig
• constants::ChannelGroup
• data::captioning::CaptionContext
• data::captioning::semantic::ActivityEvent
• data::captioning::semantic::MoodEvent
• data::captioning::semantic::SleepEvent
• data::dataset::CsvSensorDataset
• data::dataset::SensorTextItem
• data::dataset::SyntheticSensorDataset
• data::download::DatasetEntry
• data::download::SyntheticDataConfig
• data::download::SyntheticSample
• data::preprocessing::ChannelStats
• inference::retrieval::RetrievalEngine
• inference::retrieval::RetrievalResult
• inference::zero_shot::ClassifierConfig
• inference::zero_shot::ZeroShotClassifier
• model::sensor_encoder::EncoderBlock
• model::sensor_encoder::EncoderBlockRecord
• model::sensor_encoder::EncoderBlockRecordItem
• model::sensor_encoder::MAPHead
• model::sensor_encoder::MAPHeadRecord
• model::sensor_encoder::MAPHeadRecordItem
• model::sensor_encoder::MlpBlock
• model::sensor_encoder::MlpBlockRecord
• model::sensor_encoder::MlpBlockRecordItem
• model::sensor_encoder::MultiHeadSelfAttention
• model::sensor_encoder::MultiHeadSelfAttentionRecord
• model::sensor_encoder::MultiHeadSelfAttentionRecordItem
• model::sensor_encoder::PatchEmbedding
• model::sensor_encoder::PatchEmbeddingRecord
• model::sensor_encoder::PatchEmbeddingRecordItem
• model::sensor_encoder::SensorEncoder
• model::sensor_encoder::SensorEncoderRecord
• model::sensor_encoder::SensorEncoderRecordItem
• model::sensorlm::SensorLMBatch
• model::sensorlm::SensorLMBatcher
• model::sensorlm::SensorLMModel
• model::sensorlm::SensorLMModelRecord
• model::sensorlm::SensorLMModelRecordItem
• model::sensorlm::SensorLMOutput
• model::text_encoder::TextEncoder
• model::text_encoder::TextEncoderRecord
• model::text_encoder::TextEncoderRecordItem
• quantization::int8::Calibrator
• quantization::int8::LayerCalibration
• quantization::int8::QuantizedModel
• quantization::int8::QuantizedWeights
• training::scheduler::RsqrtScheduler
• training::scheduler::RsqrtSchedulerRecord

Enums

• config::CaptionKey
• config::LrScheduleType
• config::ModelSize
• config::PoolType
• config::QuantScheme
• error::SensorLMError

Functions

• data::captioning::generate_caption
• data::captioning::semantic::generate_semantic_caption
• data::captioning::semantic::parse_minutes
• data::captioning::statistical::generate_statistical_caption
• data::captioning::structural::generate_structural_caption
• data::download::default_data_dir
• data::download::download_file
• data::download::find_dataset
• data::download::generate_synthetic_dataset
• data::preprocessing::apply_mask
• data::preprocessing::average_downsample_ct
• data::preprocessing::channel_name
• data::preprocessing::channel_stats
• data::preprocessing::denormalize
• data::preprocessing::denormalized
• data::preprocessing::f32_slice_to_normalised
• data::preprocessing::normalize
• data::preprocessing::normalized
• loss::recall_at_k
• loss::siglip_loss
• loss::siglip_loss_symmetric
• model::sensor_encoder::l2_normalize
• quantization::int8::fp16_bits_to_fp32
• quantization::int8::fp32_to_fp16_bits
• quantization::int8::quantize_model_weights
• training::learner::load_model
• training::learner::save_model
• training::learner::train

Type Aliases

• CpuBackend
• CpuTrainBackend
• error::Result

Constants

• constants::ADAM_BETA2
• constants::BIAS_INIT
• constants::CAPTION_TOKEN_BUDGET
• constants::CHANNEL_GROUPS
• constants::DEFAULT_BATCH_SIZE
• constants::DEFAULT_LR
• constants::DEFAULT_WD
• constants::EMBED_DIM
• constants::FEATURE_NAMES
• constants::GRAD_CLIP_NORM
• constants::NON_NEGATIVE_CHANNELS
• constants::NORM_PARAMS
• constants::NUM_CHANNELS
• constants::NUM_PATCHES
• constants::NUM_PATCHES_C
• constants::NUM_PATCHES_T
• constants::PATCH_H
• constants::PATCH_W
• constants::TEMPERATURE_INIT
• constants::TIME_STEPS
• constants::TOTAL_EXAMPLES
• constants::VIT_DEPTH
• constants::VIT_HEADS
• constants::VIT_MLP_DIM
• constants::VIT_WIDTH
• constants::VOCAB_SIZE
• data::captioning::templates::ACTIVITY_TEMPLATES
• data::captioning::templates::ANOMALY_TEMPLATES
• data::captioning::templates::LOW_LEVEL_TEMPLATES
• data::captioning::templates::MOOD_TEMPLATES
• data::captioning::templates::TREND_TEMPLATES
• data::download::KNOWN_DATASETS