ISteamLearnService

UNDOCUMENTEDPOST

BatchOperation

Batches multiple data updates, snapshots, and inference requests into a single call

https://api.steampowered.com/ISteamLearnService/BatchOperation/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
snapshot_requests		CMsgSteamLearn_SnapshotProject_Request	No
inference_requests		CMsgSteamLearn_Inference_Request	No
cache_data_requests[0]		CMsgSteamLearn_CacheData_Request[]	No
↳ access_token		string	No
↳ data		CMsgSteamLearnData	No
↳ data_source_id		uint32	No
↳ keys[0]		uint64[]	No
↳ data_object		CMsgSteamLearnDataObject	No
↳ elements[0]		CMsgSteamLearnDataElement[]	No
↳ name		string	No
↳ data_int32s[0]		int32[]	No
↳ data_floats[0]		float[]	No
↳ data_bools[0]		bool[]	No
↳ data_strings[0]		string[]	No
↳ data_objects[0]		CMsgSteamLearnDataObject[]	No
snapshot_requests[0]		CMsgSteamLearn_SnapshotProject_Request[]	No
↳ access_token		string	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ keys[0]		uint64[]	No
↳ data[0]		CMsgSteamLearnData[]	No
↳ data_source_id		uint32	No
↳ keys[0]		uint64[]	No
↳ data_object		CMsgSteamLearnDataObject	No
↳ elements[0]		CMsgSteamLearnDataElement[]	No
↳ name		string	No
↳ data_int32s[0]		int32[]	No
↳ data_floats[0]		float[]	No
↳ data_bools[0]		bool[]	No
↳ data_strings[0]		string[]	No
↳ data_objects[0]		CMsgSteamLearnDataObject[]	No
↳ pending_data_limit_seconds		uint32	No
inference_requests[0]		CMsgSteamLearn_Inference_Request[]	No
↳ access_token		string	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ override_train_id		uint32	No
↳ data		CMsgSteamLearnDataList	No
↳ data[0]		CMsgSteamLearnData[]	No
↳ data_source_id		uint32	No
↳ keys[0]		uint64[]	No
↳ data_object		CMsgSteamLearnDataObject	No
↳ elements[0]		CMsgSteamLearnDataElement[]	No
↳ name		string	No
↳ data_int32s[0]		int32[]	No
↳ data_floats[0]		float[]	No
↳ data_bools[0]		bool[]	No
↳ data_strings[0]		string[]	No
↳ data_objects[0]		CMsgSteamLearnDataObject[]	No
↳ additional_data[0]		float[]	No
↳ keys[0]		uint64[]	No
↳ named_inference		string	No
↳ iterate_beam_search		CMsgInferenceIterateBeamSearch	No
↳ beam_length		uint32	No
↳ beam_width		uint32	No
↳ item_decay		float	No
↳ next_item_count		uint32	No
↳ item_scalars[0]		CMsgInferenceIterateBeamSearch.CustomItemScalar[]	No
↳ item		uint32	No
↳ scale		float	No
↳ item_sequence_end		uint32	No
↳ item_sequence_end_threshold		float	No
↳ repeat_multiplier		float	No
↳ debug_spew		uint32	No

UNDOCUMENTEDPOST

CacheData

Updates a cached data entry.

https://api.steampowered.com/ISteamLearnService/CacheData/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
access_token		string	No
access_data		CMsgSteamLearn_AccessData	No
↳ publisher_id		uint32	No
↳ timestamp		uint32	No
↳ random_value		uint64	No
data		CMsgSteamLearnData	No
↳ data_source_id		uint32	No
↳ keys[0]		uint64[]	No
↳ data_object		CMsgSteamLearnDataObject	No
↳ elements[0]		CMsgSteamLearnDataElement[]	No
↳ name		string	No
↳ data_int32s[0]		int32[]	No
↳ data_floats[0]		float[]	No
↳ data_bools[0]		bool[]	No
↳ data_strings[0]		string[]	No
↳ data_objects[0]		CMsgSteamLearnDataObject[]	No

UNDOCUMENTEDPOST

CreateProject

https://api.steampowered.com/ISteamLearnService/CreateProject/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_name		string	No
project_description		string	No

UNDOCUMENTEDPOST

EditProject

https://api.steampowered.com/ISteamLearnService/EditProject/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project		CMsgSteamLearnProject	No
↳ project_id		uint32	No
↳ project_name		string	No
↳ project_description		string	No
↳ creator_account_id		uint32	No
↳ create_time		uint32	No
↳ unpublished_config		CMsgSteamLearnProjectConfig	No
↳ project_id		uint32	No
↳ publish_time		uint32	No
↳ published_version		uint32	No
↳ data_source_ids[0]		uint32[]	No
↳ data_source_element_usages[0]		CMsgSteamLearnDataSourceElementUsage[]	No
↳ data_source_id		uint32	No
↳ data_element_path		string	No
↳ is_string		bool	No
↳ input		uint32	No
↳ sql_column		uint32	No
↳ preprocessing_type		int32	No	enum
↳ min_range		float	No
↳ max_range		float	No
↳ std_dev		float	No
↳ compact_table		string	No
↳ compact_table_count		uint32	No
↳ sequence_table		string	No
↳ sequence_table_count		uint32	No
↳ sort_sequence		bool	No
↳ sequence_min_length		uint32	No
↳ table_full_sample		bool	No
↳ sequence_prefix_frequency		float	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ dropout_pct		uint32	No
↳ quantize_size		uint32	No
↳ quantize_min		uint32	No
↳ quantize_max		uint32	No
↳ project_nodes[0]		CMsgSteamLearnProjectNode[]	No
↳ node_id		uint32	No
↳ location_x		int32	No
↳ location_y		int32	No
↳ comment		string	No
↳ type		int32	No	enum
↳ connectors[0]		CMsgSteamLearnProjectNodeConnector[]	No
↳ connector_id		uint32	No
↳ linked_connector_ids[0]		uint32[]	No
↳ is_input_connector		bool	No
↳ input		CMsgSteamLearnModelNodeInput	No
↳ input_num		uint32	No
↳ inference_iterate		bool	No
↳ dense		CMsgSteamLearnModelNodeDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ regularization		int32	No	enum
↳ dense_stack		CMsgSteamLearnModelNodeDenseStack	No
↳ activation		int32	No	enum
↳ width[0]		uint32[]	No
↳ dropout_pct		uint32	No
↳ regularization		int32	No	enum
↳ dropout		CMsgSteamLearnModelNodeDropout	No
↳ dropout_pct		uint32	No
↳ embedding		CMsgSteamLearnModelNodeEmbedding	No
↳ max_value		uint32	No
↳ compact_table		string	No
↳ embedding_width		uint32	No
↳ flatten		bool	No
↳ export_name		string	No
↳ embed_name		string	No
↳ train		CMsgSteamLearnModelNodeTrain	No
↳ input_count		uint32	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ compact_table		string	No
↳ loss		int32	No	enum
↳ learning_rate		float	No
↳ uses_weight_mask		bool	No
↳ label_smoothing		float	No
↳ conditional_extract		CMsgSteamLearnModelNodeConditionalExtract	No
↳ extract_filter_type		int32	No	enum
↳ extract_weight_type		int32	No	enum
↳ filter_info		CMsgSteamLearnModelNodeConditionalExtract_FilterInfo	No
↳ appid_release_recency_months		uint32	No
↳ appid_publisher_id		uint32	No
↳ appid_featured_tag_id		uint32	No
↳ appid_theme_tag_id		uint32	No
↳ weight_info		CMsgSteamLearnModelNodeConditionalExtract_WeightInfo	No
↳ appid_release_recency_bias		float	No
↳ input_number		uint32	No
↳ input_strength		float	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ concatenate		CMsgSteamLearnModelNodeConcatenate	No
↳ axis		uint32	No
↳ shuffle		CMsgSteamLearnModelNodeShuffle	No
↳ exclude_zeroes		bool	No
↳ synced_shuffle		CMsgSteamLearnModelNodeSyncedShuffle	No
↳ exclude_zeroes		bool	No
↳ onehot		CMsgSteamLearnModelNodeOnehot	No
↳ width		uint32	No
↳ compact_table		string	No
↳ multi_hot		bool	No
↳ explode		CMsgSteamLearnModelNodeExplode	No
↳ conditional_swap		CMsgSteamLearnModelNodeConditionalSwap	No
↳ kmeans		CMsgSteamLearnModelNodeKMeansCluster	No
↳ num_clusters		uint32	No
↳ name		string	No
↳ generate_clusters		bool	No
↳ combine		CMsgSteamLearnModelNodeCombine	No
↳ text_vectorization		CMsgSteamLearnModelNodeTextVectorization	No
↳ vocabulary_size		uint32	No
↳ standardize		int32	No	enum
↳ output		int32	No	enum
↳ sequence_length		uint32	No
↳ split		int32	No	enum
↳ ngrams		uint32	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ batch_normalization		CMsgSteamLearnModelNodeBatchNormalization	No
↳ normalize		CMsgSteamLearnModelNodeNormalize	No
↳ named_inference		CMsgSteamLearnModelNodeNamedInference	No
↳ name		string	No
↳ only_inference		bool	No
↳ dot		CMsgSteamLearnModelNodeDot	No
↳ normalize		bool	No
↳ extract		CMsgSteamLearnModelNodeExtract	No
↳ input_type		int32	No	enum
↳ mode		int32	No	enum
↳ exclusion		int32	No	enum
↳ selection		int32	No	enum
↳ bias_start		float	No
↳ bias_end		float	No
↳ input_bias_input_number		uint32	No
↳ input_bias_strength		float	No
↳ positive_sample_percent		uint32	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ recency_months		uint32	No
↳ fest_name		string	No
↳ conv_1d		CMsgSteamLearnModelNodeConv1D	No
↳ filters		uint32	No
↳ kernel_size		uint32	No
↳ strides		uint32	No
↳ activation		int32	No	enum
↳ max_pooling_1d		CMsgSteamLearnModelNodeMaxPooling1D	No
↳ pool_size		uint32	No
↳ strides		uint32	No
↳ flatten		CMsgSteamLearnModelNodeFlatten	No
↳ global_max_pooling		CMsgSteamLearnModelNodeGlobalMaxPooling1D	No
↳ transformer		CMsgSteamLearnModelNodeTransformer	No
↳ num_heads		uint32	No
↳ feedforward_size		uint32	No
↳ dropout_pct		uint32	No
↳ num_internal_blocks		uint32	No
↳ regularization		int32	No	enum
↳ external_embedding		CMsgSteamLearnModelNodeExternalEmbedding	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ embedding_name		string	No
↳ compact_table		string	No
↳ fetch_id		uint32	No
↳ exclude_missing		bool	No
↳ time_distributed_dense		CMsgSteamLearnModelNodeTimeDistributedDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ sequence_split		CMsgSteamLearnModelNodeSequenceSplit	No
↳ head_split_chance		uint32	No
↳ mid_split_chance		uint32	No
↳ tail_split_chance		uint32	No
↳ sequence_table_name		string	No
↳ compact_table_name		string	No
↳ weighted_average		CMsgSteamLearnModelNodeWeightedAverage	No
↳ axis		uint32	No
↳ use_weights		bool	No
↳ global_avg_pooling_1d		CMsgSteamLearnModelNodeGlobalAvgPooling1D	No
↳ token_mask		CMsgSteamLearnModelNodeTokenMask	No
↳ mask_pct		uint32	No
↳ mask_count_limit		uint32	No
↳ random_pct		uint32	No
↳ keep_pct		uint32	No
↳ masked_head		CMsgSteamLearnModelNodeMaskedHead	No
↳ token_transformer		CMsgSteamLearnModelNodeTokenTransformer	No
↳ vocabulary_size		uint32	No
↳ sequence_length		uint32	No
↳ embedding_width		uint32	No
↳ transformer_layers		uint32	No
↳ transformer_dim		uint32	No
↳ transformer_heads		uint32	No
↳ transformer_dropout_pct		uint32	No
↳ compact_table		string	No
↳ is_causal		bool	No
↳ is_set		bool	No
↳ external_model		CMsgSteamLearnModelNodeExternalModel	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ named_inference_name		string	No
↳ freeze_weights		bool	No
↳ unfrozen_layers		uint32	No
↳ reshape_2d		CMsgSteamLearnModelNodeReshape2D	No
↳ dimension		uint32	No
↳ row_extract		CMsgSteamLearnModelNodeRowExtract	No
↳ row		int32	No
↳ bert		CMsgSteamLearnModelNodeBert	No
↳ bert_tokenizer		CMsgSteamLearnModelNodeBertTokenizer	No
↳ bert_model		int32	No	enum
↳ sequence_length		uint32	No
↳ bert_finetune		CMsgSteamLearnModelNodeBertFinetune	No
↳ bert_model		int32	No	enum
↳ unfrozen_layers		uint32	No
↳ threshold		CMsgSteamLearnModelNodeThreshold	No
↳ threshold_value		float	No
↳ comparison		int32	No	enum
↳ logic		CMsgSteamLearnModelNodeLogic	No
↳ logic_operator		int32	No	enum
↳ snapshot_config		CMsgSteamLearnProjectSnapshotConfig	No
↳ snapshot_type		int32	No	enum
↳ config_account_ids		CMsgSteamLearnProjectSnapshotConfigAccountIDs	No
↳ percent		uint32	No
↳ activity_recency_days		uint32	No
↳ filter		int32	No	enum
↳ config_app_ids		CMsgSteamLearnProjectSnapshotConfigAppIDs	No
↳ percent		uint32	No
↳ release_recency_days		uint32	No
↳ config_other_project		CMsgSteamLearnProjectSnapshotConfigOtherProject	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ snapshot_schedule_type		int32	No	enum
↳ snapshot_schedule_day_of_week		uint32	No
↳ snapshot_schedule_day_of_month		uint32	No
↳ compress		bool	No
↳ job_count		uint32	No
↳ snapshot_schedule_hour_of_day		uint32	No
↳ config_data_source		CMsgSteamLearnProjectSnapshotConfigDataSource	No
↳ data_source_id		uint32	No
↳ train_config		CMsgSteamLearnTrainConfig	No
↳ fetch_workers		uint32	No
↳ fetch_chunk_size		uint32	No
↳ train_batch_size		uint32	No
↳ train_epoch_count		uint32	No
↳ train_loss_improvement_threshold		float	No
↳ train_no_loss_improvement_epoch_limit		uint32	No
↳ train_optimizer		int32	No	enum
↳ train_learning_rate		float	No
↳ train_gpu		int32	No	enum
↳ gpu_count		uint32	No
↳ mixed_precision		bool	No
↳ train_weight_decay		float	No
↳ train_clip_norm		float	No
↳ use_class_weights		bool	No
↳ train_warmup_steps		uint32	No
↳ train_warmup_start		float	No
↳ train_decay_steps		int32	No
↳ train_decay_rate		float	No
↳ profile_epoch		uint32	No
↳ profile_start_batch		uint32	No
↳ profile_end_batch		uint32	No
↳ snapshot_filter		CMsgSteamLearnProjectSnapshotFilter	No
↳ sample_reduce_percent		uint32	No
↳ histogram		CMsgSteamLearnProjectSnapshotFilterHistogram	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ num_buckets		uint32	No
↳ filter_range		CMsgSteamLearnProjectSnapshotFilterRange	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ map_data_element_sql_column[0]		CMsgSteamLearnProjectConfig_MapDataElementSqlColumnEntry[]	No
↳ key		string	No
↳ value		int32	No
↳ total_sql_columns		uint32	No
↳ data_retention_config		CMsgSteamLearnDataRetentionConfig	No
↳ snapshot_keep_duration_days		uint32	No
↳ fetch_keep_count		uint32	No
↳ scheduled_train_config		CMsgSteamLearnScheduledTrainConfig	No
↳ scheduled_type		int32	No	enum
↳ scheduled_minute		uint32	No
↳ scheduled_hour		uint32	No
↳ scheduled_day_of_week		uint32	No
↳ scheduled_day_of_month		uint32	No
↳ auto_activate_accuracy_threshold		float	No
↳ failed_auto_activate_emails		string	No
↳ fetch_infos[0]		CMsgSteamLearnFetchInfo[]	No
↳ fetch_id		uint32	No
↳ train_infos[0]		CMsgSteamLearnTrainInfo[]	No
↳ fetch_id		uint32	No
↳ train_id		uint32	No
↳ scheduled_train		bool	No
↳ auto_snapshot_pending		bool	No
↳ hidden		bool	No
↳ last_edit_time		uint32	No
↳ published_configs[0]		CMsgSteamLearnProjectConfig[]	No
↳ project_id		uint32	No
↳ publish_time		uint32	No
↳ published_version		uint32	No
↳ data_source_ids[0]		uint32[]	No
↳ data_source_element_usages[0]		CMsgSteamLearnDataSourceElementUsage[]	No
↳ data_source_id		uint32	No
↳ data_element_path		string	No
↳ is_string		bool	No
↳ input		uint32	No
↳ sql_column		uint32	No
↳ preprocessing_type		int32	No	enum
↳ min_range		float	No
↳ max_range		float	No
↳ std_dev		float	No
↳ compact_table		string	No
↳ compact_table_count		uint32	No
↳ sequence_table		string	No
↳ sequence_table_count		uint32	No
↳ sort_sequence		bool	No
↳ sequence_min_length		uint32	No
↳ table_full_sample		bool	No
↳ sequence_prefix_frequency		float	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ dropout_pct		uint32	No
↳ quantize_size		uint32	No
↳ quantize_min		uint32	No
↳ quantize_max		uint32	No
↳ project_nodes[0]		CMsgSteamLearnProjectNode[]	No
↳ node_id		uint32	No
↳ location_x		int32	No
↳ location_y		int32	No
↳ comment		string	No
↳ type		int32	No	enum
↳ connectors[0]		CMsgSteamLearnProjectNodeConnector[]	No
↳ connector_id		uint32	No
↳ linked_connector_ids[0]		uint32[]	No
↳ is_input_connector		bool	No
↳ input		CMsgSteamLearnModelNodeInput	No
↳ input_num		uint32	No
↳ inference_iterate		bool	No
↳ dense		CMsgSteamLearnModelNodeDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ regularization		int32	No	enum
↳ dense_stack		CMsgSteamLearnModelNodeDenseStack	No
↳ activation		int32	No	enum
↳ width[0]		uint32[]	No
↳ dropout_pct		uint32	No
↳ regularization		int32	No	enum
↳ dropout		CMsgSteamLearnModelNodeDropout	No
↳ dropout_pct		uint32	No
↳ embedding		CMsgSteamLearnModelNodeEmbedding	No
↳ max_value		uint32	No
↳ compact_table		string	No
↳ embedding_width		uint32	No
↳ flatten		bool	No
↳ export_name		string	No
↳ embed_name		string	No
↳ train		CMsgSteamLearnModelNodeTrain	No
↳ input_count		uint32	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ compact_table		string	No
↳ loss		int32	No	enum
↳ learning_rate		float	No
↳ uses_weight_mask		bool	No
↳ label_smoothing		float	No
↳ conditional_extract		CMsgSteamLearnModelNodeConditionalExtract	No
↳ extract_filter_type		int32	No	enum
↳ extract_weight_type		int32	No	enum
↳ filter_info		CMsgSteamLearnModelNodeConditionalExtract_FilterInfo	No
↳ appid_release_recency_months		uint32	No
↳ appid_publisher_id		uint32	No
↳ appid_featured_tag_id		uint32	No
↳ appid_theme_tag_id		uint32	No
↳ weight_info		CMsgSteamLearnModelNodeConditionalExtract_WeightInfo	No
↳ appid_release_recency_bias		float	No
↳ input_number		uint32	No
↳ input_strength		float	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ concatenate		CMsgSteamLearnModelNodeConcatenate	No
↳ axis		uint32	No
↳ shuffle		CMsgSteamLearnModelNodeShuffle	No
↳ exclude_zeroes		bool	No
↳ synced_shuffle		CMsgSteamLearnModelNodeSyncedShuffle	No
↳ exclude_zeroes		bool	No
↳ onehot		CMsgSteamLearnModelNodeOnehot	No
↳ width		uint32	No
↳ compact_table		string	No
↳ multi_hot		bool	No
↳ explode		CMsgSteamLearnModelNodeExplode	No
↳ conditional_swap		CMsgSteamLearnModelNodeConditionalSwap	No
↳ kmeans		CMsgSteamLearnModelNodeKMeansCluster	No
↳ num_clusters		uint32	No
↳ name		string	No
↳ generate_clusters		bool	No
↳ combine		CMsgSteamLearnModelNodeCombine	No
↳ text_vectorization		CMsgSteamLearnModelNodeTextVectorization	No
↳ vocabulary_size		uint32	No
↳ standardize		int32	No	enum
↳ output		int32	No	enum
↳ sequence_length		uint32	No
↳ split		int32	No	enum
↳ ngrams		uint32	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ batch_normalization		CMsgSteamLearnModelNodeBatchNormalization	No
↳ normalize		CMsgSteamLearnModelNodeNormalize	No
↳ named_inference		CMsgSteamLearnModelNodeNamedInference	No
↳ name		string	No
↳ only_inference		bool	No
↳ dot		CMsgSteamLearnModelNodeDot	No
↳ normalize		bool	No
↳ extract		CMsgSteamLearnModelNodeExtract	No
↳ input_type		int32	No	enum
↳ mode		int32	No	enum
↳ exclusion		int32	No	enum
↳ selection		int32	No	enum
↳ bias_start		float	No
↳ bias_end		float	No
↳ input_bias_input_number		uint32	No
↳ input_bias_strength		float	No
↳ positive_sample_percent		uint32	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ recency_months		uint32	No
↳ fest_name		string	No
↳ conv_1d		CMsgSteamLearnModelNodeConv1D	No
↳ filters		uint32	No
↳ kernel_size		uint32	No
↳ strides		uint32	No
↳ activation		int32	No	enum
↳ max_pooling_1d		CMsgSteamLearnModelNodeMaxPooling1D	No
↳ pool_size		uint32	No
↳ strides		uint32	No
↳ flatten		CMsgSteamLearnModelNodeFlatten	No
↳ global_max_pooling		CMsgSteamLearnModelNodeGlobalMaxPooling1D	No
↳ transformer		CMsgSteamLearnModelNodeTransformer	No
↳ num_heads		uint32	No
↳ feedforward_size		uint32	No
↳ dropout_pct		uint32	No
↳ num_internal_blocks		uint32	No
↳ regularization		int32	No	enum
↳ external_embedding		CMsgSteamLearnModelNodeExternalEmbedding	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ embedding_name		string	No
↳ compact_table		string	No
↳ fetch_id		uint32	No
↳ exclude_missing		bool	No
↳ time_distributed_dense		CMsgSteamLearnModelNodeTimeDistributedDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ sequence_split		CMsgSteamLearnModelNodeSequenceSplit	No
↳ head_split_chance		uint32	No
↳ mid_split_chance		uint32	No
↳ tail_split_chance		uint32	No
↳ sequence_table_name		string	No
↳ compact_table_name		string	No
↳ weighted_average		CMsgSteamLearnModelNodeWeightedAverage	No
↳ axis		uint32	No
↳ use_weights		bool	No
↳ global_avg_pooling_1d		CMsgSteamLearnModelNodeGlobalAvgPooling1D	No
↳ token_mask		CMsgSteamLearnModelNodeTokenMask	No
↳ mask_pct		uint32	No
↳ mask_count_limit		uint32	No
↳ random_pct		uint32	No
↳ keep_pct		uint32	No
↳ masked_head		CMsgSteamLearnModelNodeMaskedHead	No
↳ token_transformer		CMsgSteamLearnModelNodeTokenTransformer	No
↳ vocabulary_size		uint32	No
↳ sequence_length		uint32	No
↳ embedding_width		uint32	No
↳ transformer_layers		uint32	No
↳ transformer_dim		uint32	No
↳ transformer_heads		uint32	No
↳ transformer_dropout_pct		uint32	No
↳ compact_table		string	No
↳ is_causal		bool	No
↳ is_set		bool	No
↳ external_model		CMsgSteamLearnModelNodeExternalModel	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ named_inference_name		string	No
↳ freeze_weights		bool	No
↳ unfrozen_layers		uint32	No
↳ reshape_2d		CMsgSteamLearnModelNodeReshape2D	No
↳ dimension		uint32	No
↳ row_extract		CMsgSteamLearnModelNodeRowExtract	No
↳ row		int32	No
↳ bert		CMsgSteamLearnModelNodeBert	No
↳ bert_tokenizer		CMsgSteamLearnModelNodeBertTokenizer	No
↳ bert_model		int32	No	enum
↳ sequence_length		uint32	No
↳ bert_finetune		CMsgSteamLearnModelNodeBertFinetune	No
↳ bert_model		int32	No	enum
↳ unfrozen_layers		uint32	No
↳ threshold		CMsgSteamLearnModelNodeThreshold	No
↳ threshold_value		float	No
↳ comparison		int32	No	enum
↳ logic		CMsgSteamLearnModelNodeLogic	No
↳ logic_operator		int32	No	enum
↳ snapshot_config		CMsgSteamLearnProjectSnapshotConfig	No
↳ snapshot_type		int32	No	enum
↳ config_account_ids		CMsgSteamLearnProjectSnapshotConfigAccountIDs	No
↳ percent		uint32	No
↳ activity_recency_days		uint32	No
↳ filter		int32	No	enum
↳ config_app_ids		CMsgSteamLearnProjectSnapshotConfigAppIDs	No
↳ percent		uint32	No
↳ release_recency_days		uint32	No
↳ config_other_project		CMsgSteamLearnProjectSnapshotConfigOtherProject	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ snapshot_schedule_type		int32	No	enum
↳ snapshot_schedule_day_of_week		uint32	No
↳ snapshot_schedule_day_of_month		uint32	No
↳ compress		bool	No
↳ job_count		uint32	No
↳ snapshot_schedule_hour_of_day		uint32	No
↳ config_data_source		CMsgSteamLearnProjectSnapshotConfigDataSource	No
↳ data_source_id		uint32	No
↳ train_config		CMsgSteamLearnTrainConfig	No
↳ fetch_workers		uint32	No
↳ fetch_chunk_size		uint32	No
↳ train_batch_size		uint32	No
↳ train_epoch_count		uint32	No
↳ train_loss_improvement_threshold		float	No
↳ train_no_loss_improvement_epoch_limit		uint32	No
↳ train_optimizer		int32	No	enum
↳ train_learning_rate		float	No
↳ train_gpu		int32	No	enum
↳ gpu_count		uint32	No
↳ mixed_precision		bool	No
↳ train_weight_decay		float	No
↳ train_clip_norm		float	No
↳ use_class_weights		bool	No
↳ train_warmup_steps		uint32	No
↳ train_warmup_start		float	No
↳ train_decay_steps		int32	No
↳ train_decay_rate		float	No
↳ profile_epoch		uint32	No
↳ profile_start_batch		uint32	No
↳ profile_end_batch		uint32	No
↳ snapshot_filter		CMsgSteamLearnProjectSnapshotFilter	No
↳ sample_reduce_percent		uint32	No
↳ histogram		CMsgSteamLearnProjectSnapshotFilterHistogram	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ num_buckets		uint32	No
↳ filter_range		CMsgSteamLearnProjectSnapshotFilterRange	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ map_data_element_sql_column[0]		CMsgSteamLearnProjectConfig_MapDataElementSqlColumnEntry[]	No
↳ key		string	No
↳ value		int32	No
↳ total_sql_columns		uint32	No
↳ data_retention_config		CMsgSteamLearnDataRetentionConfig	No
↳ snapshot_keep_duration_days		uint32	No
↳ fetch_keep_count		uint32	No
↳ scheduled_train_config		CMsgSteamLearnScheduledTrainConfig	No
↳ scheduled_type		int32	No	enum
↳ scheduled_minute		uint32	No
↳ scheduled_hour		uint32	No
↳ scheduled_day_of_week		uint32	No
↳ scheduled_day_of_month		uint32	No
↳ auto_activate_accuracy_threshold		float	No
↳ failed_auto_activate_emails		string	No
↳ fetch_infos[0]		CMsgSteamLearnFetchInfo[]	No
↳ fetch_id		uint32	No
↳ train_infos[0]		CMsgSteamLearnTrainInfo[]	No
↳ fetch_id		uint32	No
↳ train_id		uint32	No
↳ scheduled_train		bool	No
↳ auto_snapshot_pending		bool	No
↳ hidden		bool	No
↳ last_edit_time		uint32	No
↳ hidden		bool	No
published_version		uint32	No

UNDOCUMENTEDPOST

EditProjectConfig

https://api.steampowered.com/ISteamLearnService/EditProjectConfig/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_config		CMsgSteamLearnProjectConfig	No
↳ project_id		uint32	No
↳ publish_time		uint32	No
↳ published_version		uint32	No
↳ data_source_ids[0]		uint32[]	No
↳ data_source_element_usages[0]		CMsgSteamLearnDataSourceElementUsage[]	No
↳ data_source_id		uint32	No
↳ data_element_path		string	No
↳ is_string		bool	No
↳ input		uint32	No
↳ sql_column		uint32	No
↳ preprocessing_type		int32	No	enum
↳ min_range		float	No
↳ max_range		float	No
↳ std_dev		float	No
↳ compact_table		string	No
↳ compact_table_count		uint32	No
↳ sequence_table		string	No
↳ sequence_table_count		uint32	No
↳ sort_sequence		bool	No
↳ sequence_min_length		uint32	No
↳ table_full_sample		bool	No
↳ sequence_prefix_frequency		float	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ dropout_pct		uint32	No
↳ quantize_size		uint32	No
↳ quantize_min		uint32	No
↳ quantize_max		uint32	No
↳ project_nodes[0]		CMsgSteamLearnProjectNode[]	No
↳ node_id		uint32	No
↳ location_x		int32	No
↳ location_y		int32	No
↳ comment		string	No
↳ type		int32	No	enum
↳ connectors[0]		CMsgSteamLearnProjectNodeConnector[]	No
↳ connector_id		uint32	No
↳ linked_connector_ids[0]		uint32[]	No
↳ is_input_connector		bool	No
↳ input		CMsgSteamLearnModelNodeInput	No
↳ input_num		uint32	No
↳ inference_iterate		bool	No
↳ dense		CMsgSteamLearnModelNodeDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ regularization		int32	No	enum
↳ dense_stack		CMsgSteamLearnModelNodeDenseStack	No
↳ activation		int32	No	enum
↳ width[0]		uint32[]	No
↳ dropout_pct		uint32	No
↳ regularization		int32	No	enum
↳ dropout		CMsgSteamLearnModelNodeDropout	No
↳ dropout_pct		uint32	No
↳ embedding		CMsgSteamLearnModelNodeEmbedding	No
↳ max_value		uint32	No
↳ compact_table		string	No
↳ embedding_width		uint32	No
↳ flatten		bool	No
↳ export_name		string	No
↳ embed_name		string	No
↳ train		CMsgSteamLearnModelNodeTrain	No
↳ input_count		uint32	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ compact_table		string	No
↳ loss		int32	No	enum
↳ learning_rate		float	No
↳ uses_weight_mask		bool	No
↳ label_smoothing		float	No
↳ conditional_extract		CMsgSteamLearnModelNodeConditionalExtract	No
↳ extract_filter_type		int32	No	enum
↳ extract_weight_type		int32	No	enum
↳ filter_info		CMsgSteamLearnModelNodeConditionalExtract_FilterInfo	No
↳ appid_release_recency_months		uint32	No
↳ appid_publisher_id		uint32	No
↳ appid_featured_tag_id		uint32	No
↳ appid_theme_tag_id		uint32	No
↳ weight_info		CMsgSteamLearnModelNodeConditionalExtract_WeightInfo	No
↳ appid_release_recency_bias		float	No
↳ input_number		uint32	No
↳ input_strength		float	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ concatenate		CMsgSteamLearnModelNodeConcatenate	No
↳ axis		uint32	No
↳ shuffle		CMsgSteamLearnModelNodeShuffle	No
↳ exclude_zeroes		bool	No
↳ synced_shuffle		CMsgSteamLearnModelNodeSyncedShuffle	No
↳ exclude_zeroes		bool	No
↳ onehot		CMsgSteamLearnModelNodeOnehot	No
↳ width		uint32	No
↳ compact_table		string	No
↳ multi_hot		bool	No
↳ explode		CMsgSteamLearnModelNodeExplode	No
↳ conditional_swap		CMsgSteamLearnModelNodeConditionalSwap	No
↳ kmeans		CMsgSteamLearnModelNodeKMeansCluster	No
↳ num_clusters		uint32	No
↳ name		string	No
↳ generate_clusters		bool	No
↳ combine		CMsgSteamLearnModelNodeCombine	No
↳ text_vectorization		CMsgSteamLearnModelNodeTextVectorization	No
↳ vocabulary_size		uint32	No
↳ standardize		int32	No	enum
↳ output		int32	No	enum
↳ sequence_length		uint32	No
↳ split		int32	No	enum
↳ ngrams		uint32	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ batch_normalization		CMsgSteamLearnModelNodeBatchNormalization	No
↳ normalize		CMsgSteamLearnModelNodeNormalize	No
↳ named_inference		CMsgSteamLearnModelNodeNamedInference	No
↳ name		string	No
↳ only_inference		bool	No
↳ dot		CMsgSteamLearnModelNodeDot	No
↳ normalize		bool	No
↳ extract		CMsgSteamLearnModelNodeExtract	No
↳ input_type		int32	No	enum
↳ mode		int32	No	enum
↳ exclusion		int32	No	enum
↳ selection		int32	No	enum
↳ bias_start		float	No
↳ bias_end		float	No
↳ input_bias_input_number		uint32	No
↳ input_bias_strength		float	No
↳ positive_sample_percent		uint32	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ recency_months		uint32	No
↳ fest_name		string	No
↳ conv_1d		CMsgSteamLearnModelNodeConv1D	No
↳ filters		uint32	No
↳ kernel_size		uint32	No
↳ strides		uint32	No
↳ activation		int32	No	enum
↳ max_pooling_1d		CMsgSteamLearnModelNodeMaxPooling1D	No
↳ pool_size		uint32	No
↳ strides		uint32	No
↳ flatten		CMsgSteamLearnModelNodeFlatten	No
↳ global_max_pooling		CMsgSteamLearnModelNodeGlobalMaxPooling1D	No
↳ transformer		CMsgSteamLearnModelNodeTransformer	No
↳ num_heads		uint32	No
↳ feedforward_size		uint32	No
↳ dropout_pct		uint32	No
↳ num_internal_blocks		uint32	No
↳ regularization		int32	No	enum
↳ external_embedding		CMsgSteamLearnModelNodeExternalEmbedding	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ embedding_name		string	No
↳ compact_table		string	No
↳ fetch_id		uint32	No
↳ exclude_missing		bool	No
↳ time_distributed_dense		CMsgSteamLearnModelNodeTimeDistributedDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ sequence_split		CMsgSteamLearnModelNodeSequenceSplit	No
↳ head_split_chance		uint32	No
↳ mid_split_chance		uint32	No
↳ tail_split_chance		uint32	No
↳ sequence_table_name		string	No
↳ compact_table_name		string	No
↳ weighted_average		CMsgSteamLearnModelNodeWeightedAverage	No
↳ axis		uint32	No
↳ use_weights		bool	No
↳ global_avg_pooling_1d		CMsgSteamLearnModelNodeGlobalAvgPooling1D	No
↳ token_mask		CMsgSteamLearnModelNodeTokenMask	No
↳ mask_pct		uint32	No
↳ mask_count_limit		uint32	No
↳ random_pct		uint32	No
↳ keep_pct		uint32	No
↳ masked_head		CMsgSteamLearnModelNodeMaskedHead	No
↳ token_transformer		CMsgSteamLearnModelNodeTokenTransformer	No
↳ vocabulary_size		uint32	No
↳ sequence_length		uint32	No
↳ embedding_width		uint32	No
↳ transformer_layers		uint32	No
↳ transformer_dim		uint32	No
↳ transformer_heads		uint32	No
↳ transformer_dropout_pct		uint32	No
↳ compact_table		string	No
↳ is_causal		bool	No
↳ is_set		bool	No
↳ external_model		CMsgSteamLearnModelNodeExternalModel	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ named_inference_name		string	No
↳ freeze_weights		bool	No
↳ unfrozen_layers		uint32	No
↳ reshape_2d		CMsgSteamLearnModelNodeReshape2D	No
↳ dimension		uint32	No
↳ row_extract		CMsgSteamLearnModelNodeRowExtract	No
↳ row		int32	No
↳ bert		CMsgSteamLearnModelNodeBert	No
↳ bert_tokenizer		CMsgSteamLearnModelNodeBertTokenizer	No
↳ bert_model		int32	No	enum
↳ sequence_length		uint32	No
↳ bert_finetune		CMsgSteamLearnModelNodeBertFinetune	No
↳ bert_model		int32	No	enum
↳ unfrozen_layers		uint32	No
↳ threshold		CMsgSteamLearnModelNodeThreshold	No
↳ threshold_value		float	No
↳ comparison		int32	No	enum
↳ logic		CMsgSteamLearnModelNodeLogic	No
↳ logic_operator		int32	No	enum
↳ snapshot_config		CMsgSteamLearnProjectSnapshotConfig	No
↳ snapshot_type		int32	No	enum
↳ config_account_ids		CMsgSteamLearnProjectSnapshotConfigAccountIDs	No
↳ percent		uint32	No
↳ activity_recency_days		uint32	No
↳ filter		int32	No	enum
↳ config_app_ids		CMsgSteamLearnProjectSnapshotConfigAppIDs	No
↳ percent		uint32	No
↳ release_recency_days		uint32	No
↳ config_other_project		CMsgSteamLearnProjectSnapshotConfigOtherProject	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ snapshot_schedule_type		int32	No	enum
↳ snapshot_schedule_day_of_week		uint32	No
↳ snapshot_schedule_day_of_month		uint32	No
↳ compress		bool	No
↳ job_count		uint32	No
↳ snapshot_schedule_hour_of_day		uint32	No
↳ config_data_source		CMsgSteamLearnProjectSnapshotConfigDataSource	No
↳ data_source_id		uint32	No
↳ train_config		CMsgSteamLearnTrainConfig	No
↳ fetch_workers		uint32	No
↳ fetch_chunk_size		uint32	No
↳ train_batch_size		uint32	No
↳ train_epoch_count		uint32	No
↳ train_loss_improvement_threshold		float	No
↳ train_no_loss_improvement_epoch_limit		uint32	No
↳ train_optimizer		int32	No	enum
↳ train_learning_rate		float	No
↳ train_gpu		int32	No	enum
↳ gpu_count		uint32	No
↳ mixed_precision		bool	No
↳ train_weight_decay		float	No
↳ train_clip_norm		float	No
↳ use_class_weights		bool	No
↳ train_warmup_steps		uint32	No
↳ train_warmup_start		float	No
↳ train_decay_steps		int32	No
↳ train_decay_rate		float	No
↳ profile_epoch		uint32	No
↳ profile_start_batch		uint32	No
↳ profile_end_batch		uint32	No
↳ snapshot_filter		CMsgSteamLearnProjectSnapshotFilter	No
↳ sample_reduce_percent		uint32	No
↳ histogram		CMsgSteamLearnProjectSnapshotFilterHistogram	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ num_buckets		uint32	No
↳ filter_range		CMsgSteamLearnProjectSnapshotFilterRange	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ map_data_element_sql_column[0]		CMsgSteamLearnProjectConfig_MapDataElementSqlColumnEntry[]	No
↳ key		string	No
↳ value		int32	No
↳ total_sql_columns		uint32	No
↳ data_retention_config		CMsgSteamLearnDataRetentionConfig	No
↳ snapshot_keep_duration_days		uint32	No
↳ fetch_keep_count		uint32	No
↳ scheduled_train_config		CMsgSteamLearnScheduledTrainConfig	No
↳ scheduled_type		int32	No	enum
↳ scheduled_minute		uint32	No
↳ scheduled_hour		uint32	No
↳ scheduled_day_of_week		uint32	No
↳ scheduled_day_of_month		uint32	No
↳ auto_activate_accuracy_threshold		float	No
↳ failed_auto_activate_emails		string	No
↳ fetch_infos[0]		CMsgSteamLearnFetchInfo[]	No
↳ fetch_id		uint32	No
↳ train_infos[0]		CMsgSteamLearnTrainInfo[]	No
↳ fetch_id		uint32	No
↳ train_id		uint32	No
↳ scheduled_train		bool	No
↳ auto_snapshot_pending		bool	No
↳ hidden		bool	No
↳ last_edit_time		uint32	No

UNDOCUMENTED

GetAccessTokens

Gets the access tokens needed for registering data sources, submitting data to them, and snapshotting projects

https://api.steampowered.com/ISteamLearnService/GetAccessTokens/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
appid		uint32	No

UNDOCUMENTED

GetBatchedStatus

https://api.steampowered.com/ISteamLearnService/GetBatchedStatus/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
fetch_requests[0]		CMsgSteamLearn_GetFetchStatus_Request[]	No
↳ project_id		uint32	No
↳ fetch_id		uint32	No
train_requests[0]		CMsgSteamLearn_GetTrainStatus_Request[]	No
↳ project_id		uint32	No
↳ train_id		uint32	No

UNDOCUMENTED

GetEmbeddingValues

https://api.steampowered.com/ISteamLearnService/GetEmbeddingValues/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
published_version		uint32	No
train_id		uint32	No
export_name		string	No
numerical_values[0]		uint32[]	No
fetch_id		uint32	No

UNDOCUMENTED

GetFetchStatus

https://api.steampowered.com/ISteamLearnService/GetFetchStatus/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
fetch_id		uint32	No

UNDOCUMENTED

GetFetchStatusVersions

https://api.steampowered.com/ISteamLearnService/GetFetchStatusVersions/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
published_version		uint32	No

UNDOCUMENTED

GetLogEvents

https://api.steampowered.com/ISteamLearnService/GetLogEvents/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
look_behind_days		uint32	No
look_ahead_days		uint32	No
start_timestamp		uint32	No
end_timestamp		uint32	No
project_id		uint32	No
published_version		uint32	No

UNDOCUMENTED

GetNearestEmbedding

https://api.steampowered.com/ISteamLearnService/GetNearestEmbedding/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
published_version		uint32	No
train_id		uint32	No
export_name		string	No
result_count		uint32	No
values[0]		float[]	No
fetch_id		uint32	No
popularity_weight		uint32	No
focus_weight		uint32	No
scope_items[0]		uint32[]	No
scope_range		uint32	No
scope_decay_range		uint32	No
scope_decay_strength		uint32	No

UNDOCUMENTED

GetProjectConfig

https://api.steampowered.com/ISteamLearnService/GetProjectConfig/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
published_version		uint32	No

UNDOCUMENTED

GetProjectStatus

https://api.steampowered.com/ISteamLearnService/GetProjectStatus/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
request_all		CMsgSteamLearn_ProjectStatus_Request_RequestAll	No
↳ timestamp_start		uint32	No
↳ timestamp_end		uint32	No
request_specific		CMsgSteamLearn_ProjectStatus_Request_RequestSpecific	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ timestamp_start		uint32	No
↳ timestamp_end		uint32	No
request_train		CMsgSteamLearn_ProjectStatus_Request_RequestTrain	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ fetch_id		uint32	No
↳ train_id		uint32	No

UNDOCUMENTED

GetSnapshotStatus

https://api.steampowered.com/ISteamLearnService/GetSnapshotStatus/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
published_version		uint32	No
snapshot_example_count		uint32	No

UNDOCUMENTED

GetTrainLogs

https://api.steampowered.com/ISteamLearnService/GetTrainLogs/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
fetch_id		uint32	No
train_id		uint32	No

UNDOCUMENTED

GetTrainStatus

https://api.steampowered.com/ISteamLearnService/GetTrainStatus/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
train_id		uint32	No

UNDOCUMENTED

GetTrainStatusVersions

https://api.steampowered.com/ISteamLearnService/GetTrainStatusVersions/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
published_version		uint32	No

UNDOCUMENTEDPOST

Inference

Inferences using supplied data, or data associated with the specified key.

https://api.steampowered.com/ISteamLearnService/Inference/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
access_token		string	No
access_data		CMsgSteamLearn_AccessData	No
↳ publisher_id		uint32	No
↳ timestamp		uint32	No
↳ random_value		uint64	No
project_id		uint32	No
published_version		uint32	No
override_train_id		uint32	No
data		CMsgSteamLearnDataList	No
↳ data[0]		CMsgSteamLearnData[]	No
↳ data_source_id		uint32	No
↳ keys[0]		uint64[]	No
↳ data_object		CMsgSteamLearnDataObject	No
↳ elements[0]		CMsgSteamLearnDataElement[]	No
↳ name		string	No
↳ data_int32s[0]		int32[]	No
↳ data_floats[0]		float[]	No
↳ data_bools[0]		bool[]	No
↳ data_strings[0]		string[]	No
↳ data_objects[0]		CMsgSteamLearnDataObject[]	No
additional_data[0]		float[]	No
keys[0]		uint64[]	No
named_inference		string	No
inference_iterations		uint32	No
weighted_items[0]		uint32[]	No
item_weights[0]		float[]	No
iterate_beam_search		CMsgInferenceIterateBeamSearch	No
↳ beam_length		uint32	No
↳ beam_width		uint32	No
↳ item_decay		float	No
↳ next_item_count		uint32	No
↳ item_scalars[0]		CMsgInferenceIterateBeamSearch.CustomItemScalar[]	No
↳ item		uint32	No
↳ scale		float	No
↳ item_sequence_end		uint32	No
↳ item_sequence_end_threshold		float	No
↳ repeat_multiplier		float	No
debug_spew		uint32	No

UNDOCUMENTEDPOST

InferenceBackend

https://api.steampowered.com/ISteamLearnService/InferenceBackend/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
fetch_id		uint32	No
train_id		uint32	No
additional_data[0]		uint32[]	No
keys[0]		uint64[]	No
data[0]		CMsgSteamLearnRawDataElement[]	No
↳ float_value		float	No
↳ string_value		string	No
named_inference		string	No
inference_iterations		uint32	No
weighted_items[0]		uint32[]	No
item_weights[0]		float[]	No
iterate_beam_search		CMsgInferenceIterateBeamSearch	No
↳ beam_length		uint32	No
↳ beam_width		uint32	No
↳ item_decay		float	No
↳ next_item_count		uint32	No
↳ item_scalars[0]		CMsgInferenceIterateBeamSearch.CustomItemScalar[]	No
↳ item		uint32	No
↳ scale		float	No
↳ item_sequence_end		uint32	No
↳ item_sequence_end_threshold		float	No
↳ repeat_multiplier		float	No
debug_spew		uint32	No

UNDOCUMENTEDPOST

InferenceMetadata

Requests the metadata that was generated from a specified fetch.

https://api.steampowered.com/ISteamLearnService/InferenceMetadata/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
access_token		string	No
access_data		CMsgSteamLearn_AccessData	No
↳ publisher_id		uint32	No
↳ timestamp		uint32	No
↳ random_value		uint64	No
project_id		uint32	No
published_version		uint32	No
override_train_id		uint32	No

UNDOCUMENTEDPOST

RegisterDataSource

Registers a data desc (or finds a data desc if it's already registered).

https://api.steampowered.com/ISteamLearnService/RegisterDataSource/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
access_token		string	No
access_data		CMsgSteamLearn_AccessData	No
↳ publisher_id		uint32	No
↳ timestamp		uint32	No
↳ random_value		uint64	No
data_source		CMsgSteamLearnDataSource	No
↳ id		uint32	No
↳ name		string	No
↳ version		uint32	No
↳ source_description		string	No
↳ structure		CMsgSteamLearnDataSourceDescObject	No
↳ elements[0]		CMsgSteamLearnDataSourceDescElement[]	No
↳ name		string	No
↳ data_type		ESteamLearnDataType	No	enum
↳ object		CMsgSteamLearnDataSourceDescObject	No
↳ count		uint32	No
↳ structure_crc		uint32	No
↳ cache_duration_seconds		uint32	No

UNDOCUMENTED

SetTrainLive

https://api.steampowered.com/ISteamLearnService/SetTrainLive/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_id		uint32	No
published_version		uint32	No
train_id		uint32	No
from_scheduled		bool	No
deactivate		bool	No

UNDOCUMENTEDPOST

SnapshotProject

Snapshots the current data for a project.

https://api.steampowered.com/ISteamLearnService/SnapshotProject/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
access_token		string	No
access_data		CMsgSteamLearn_AccessData	No
↳ publisher_id		uint32	No
↳ timestamp		uint32	No
↳ random_value		uint64	No
project_id		uint32	No
published_version		uint32	No
keys[0]		uint64[]	No
data		CMsgSteamLearnData	No
pending_data_limit_seconds		uint32	No
data[0]		CMsgSteamLearnData[]	No
↳ data_source_id		uint32	No
↳ keys[0]		uint64[]	No
↳ data_object		CMsgSteamLearnDataObject	No
↳ elements[0]		CMsgSteamLearnDataElement[]	No
↳ name		string	No
↳ data_int32s[0]		int32[]	No
↳ data_floats[0]		float[]	No
↳ data_bools[0]		bool[]	No
↳ data_strings[0]		string[]	No
↳ data_objects[0]		CMsgSteamLearnDataObject[]	No

UNDOCUMENTEDPOST

Train

https://api.steampowered.com/ISteamLearnService/Train/v1/

Name	Value	Type	Required	Description
key	click to set	string	Yes	Access key
project_config		CMsgSteamLearnProjectConfig	No
↳ project_id		uint32	No
↳ publish_time		uint32	No
↳ published_version		uint32	No
↳ data_source_ids[0]		uint32[]	No
↳ data_source_element_usages[0]		CMsgSteamLearnDataSourceElementUsage[]	No
↳ data_source_id		uint32	No
↳ data_element_path		string	No
↳ is_string		bool	No
↳ input		uint32	No
↳ sql_column		uint32	No
↳ preprocessing_type		int32	No	enum
↳ min_range		float	No
↳ max_range		float	No
↳ std_dev		float	No
↳ compact_table		string	No
↳ compact_table_count		uint32	No
↳ sequence_table		string	No
↳ sequence_table_count		uint32	No
↳ sort_sequence		bool	No
↳ sequence_min_length		uint32	No
↳ table_full_sample		bool	No
↳ sequence_prefix_frequency		float	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ dropout_pct		uint32	No
↳ quantize_size		uint32	No
↳ quantize_min		uint32	No
↳ quantize_max		uint32	No
↳ project_nodes[0]		CMsgSteamLearnProjectNode[]	No
↳ node_id		uint32	No
↳ location_x		int32	No
↳ location_y		int32	No
↳ comment		string	No
↳ type		int32	No	enum
↳ connectors[0]		CMsgSteamLearnProjectNodeConnector[]	No
↳ connector_id		uint32	No
↳ linked_connector_ids[0]		uint32[]	No
↳ is_input_connector		bool	No
↳ input		CMsgSteamLearnModelNodeInput	No
↳ input_num		uint32	No
↳ inference_iterate		bool	No
↳ dense		CMsgSteamLearnModelNodeDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ regularization		int32	No	enum
↳ dense_stack		CMsgSteamLearnModelNodeDenseStack	No
↳ activation		int32	No	enum
↳ width[0]		uint32[]	No
↳ dropout_pct		uint32	No
↳ regularization		int32	No	enum
↳ dropout		CMsgSteamLearnModelNodeDropout	No
↳ dropout_pct		uint32	No
↳ embedding		CMsgSteamLearnModelNodeEmbedding	No
↳ max_value		uint32	No
↳ compact_table		string	No
↳ embedding_width		uint32	No
↳ flatten		bool	No
↳ export_name		string	No
↳ embed_name		string	No
↳ train		CMsgSteamLearnModelNodeTrain	No
↳ input_count		uint32	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ compact_table		string	No
↳ loss		int32	No	enum
↳ learning_rate		float	No
↳ uses_weight_mask		bool	No
↳ label_smoothing		float	No
↳ conditional_extract		CMsgSteamLearnModelNodeConditionalExtract	No
↳ extract_filter_type		int32	No	enum
↳ extract_weight_type		int32	No	enum
↳ filter_info		CMsgSteamLearnModelNodeConditionalExtract_FilterInfo	No
↳ appid_release_recency_months		uint32	No
↳ appid_publisher_id		uint32	No
↳ appid_featured_tag_id		uint32	No
↳ appid_theme_tag_id		uint32	No
↳ weight_info		CMsgSteamLearnModelNodeConditionalExtract_WeightInfo	No
↳ appid_release_recency_bias		float	No
↳ input_number		uint32	No
↳ input_strength		float	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ concatenate		CMsgSteamLearnModelNodeConcatenate	No
↳ axis		uint32	No
↳ shuffle		CMsgSteamLearnModelNodeShuffle	No
↳ exclude_zeroes		bool	No
↳ synced_shuffle		CMsgSteamLearnModelNodeSyncedShuffle	No
↳ exclude_zeroes		bool	No
↳ onehot		CMsgSteamLearnModelNodeOnehot	No
↳ width		uint32	No
↳ compact_table		string	No
↳ multi_hot		bool	No
↳ explode		CMsgSteamLearnModelNodeExplode	No
↳ conditional_swap		CMsgSteamLearnModelNodeConditionalSwap	No
↳ kmeans		CMsgSteamLearnModelNodeKMeansCluster	No
↳ num_clusters		uint32	No
↳ name		string	No
↳ generate_clusters		bool	No
↳ combine		CMsgSteamLearnModelNodeCombine	No
↳ text_vectorization		CMsgSteamLearnModelNodeTextVectorization	No
↳ vocabulary_size		uint32	No
↳ standardize		int32	No	enum
↳ output		int32	No	enum
↳ sequence_length		uint32	No
↳ split		int32	No	enum
↳ ngrams		uint32	No
↳ other_project_id		uint32	No
↳ other_fetch_id		uint32	No
↳ batch_normalization		CMsgSteamLearnModelNodeBatchNormalization	No
↳ normalize		CMsgSteamLearnModelNodeNormalize	No
↳ named_inference		CMsgSteamLearnModelNodeNamedInference	No
↳ name		string	No
↳ only_inference		bool	No
↳ dot		CMsgSteamLearnModelNodeDot	No
↳ normalize		bool	No
↳ extract		CMsgSteamLearnModelNodeExtract	No
↳ input_type		int32	No	enum
↳ mode		int32	No	enum
↳ exclusion		int32	No	enum
↳ selection		int32	No	enum
↳ bias_start		float	No
↳ bias_end		float	No
↳ input_bias_input_number		uint32	No
↳ input_bias_strength		float	No
↳ positive_sample_percent		uint32	No
↳ compact_table		string	No
↳ extracted_compact_table		string	No
↳ recency_months		uint32	No
↳ fest_name		string	No
↳ conv_1d		CMsgSteamLearnModelNodeConv1D	No
↳ filters		uint32	No
↳ kernel_size		uint32	No
↳ strides		uint32	No
↳ activation		int32	No	enum
↳ max_pooling_1d		CMsgSteamLearnModelNodeMaxPooling1D	No
↳ pool_size		uint32	No
↳ strides		uint32	No
↳ flatten		CMsgSteamLearnModelNodeFlatten	No
↳ global_max_pooling		CMsgSteamLearnModelNodeGlobalMaxPooling1D	No
↳ transformer		CMsgSteamLearnModelNodeTransformer	No
↳ num_heads		uint32	No
↳ feedforward_size		uint32	No
↳ dropout_pct		uint32	No
↳ num_internal_blocks		uint32	No
↳ regularization		int32	No	enum
↳ external_embedding		CMsgSteamLearnModelNodeExternalEmbedding	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ embedding_name		string	No
↳ compact_table		string	No
↳ fetch_id		uint32	No
↳ exclude_missing		bool	No
↳ time_distributed_dense		CMsgSteamLearnModelNodeTimeDistributedDense	No
↳ activation		int32	No	enum
↳ width		uint32	No
↳ sequence_split		CMsgSteamLearnModelNodeSequenceSplit	No
↳ head_split_chance		uint32	No
↳ mid_split_chance		uint32	No
↳ tail_split_chance		uint32	No
↳ sequence_table_name		string	No
↳ compact_table_name		string	No
↳ weighted_average		CMsgSteamLearnModelNodeWeightedAverage	No
↳ axis		uint32	No
↳ use_weights		bool	No
↳ global_avg_pooling_1d		CMsgSteamLearnModelNodeGlobalAvgPooling1D	No
↳ token_mask		CMsgSteamLearnModelNodeTokenMask	No
↳ mask_pct		uint32	No
↳ mask_count_limit		uint32	No
↳ random_pct		uint32	No
↳ keep_pct		uint32	No
↳ masked_head		CMsgSteamLearnModelNodeMaskedHead	No
↳ token_transformer		CMsgSteamLearnModelNodeTokenTransformer	No
↳ vocabulary_size		uint32	No
↳ sequence_length		uint32	No
↳ embedding_width		uint32	No
↳ transformer_layers		uint32	No
↳ transformer_dim		uint32	No
↳ transformer_heads		uint32	No
↳ transformer_dropout_pct		uint32	No
↳ compact_table		string	No
↳ is_causal		bool	No
↳ is_set		bool	No
↳ external_model		CMsgSteamLearnModelNodeExternalModel	No
↳ project_id		uint32	No
↳ train_id		uint32	No
↳ named_inference_name		string	No
↳ freeze_weights		bool	No
↳ unfrozen_layers		uint32	No
↳ reshape_2d		CMsgSteamLearnModelNodeReshape2D	No
↳ dimension		uint32	No
↳ row_extract		CMsgSteamLearnModelNodeRowExtract	No
↳ row		int32	No
↳ bert		CMsgSteamLearnModelNodeBert	No
↳ bert_tokenizer		CMsgSteamLearnModelNodeBertTokenizer	No
↳ bert_model		int32	No	enum
↳ sequence_length		uint32	No
↳ bert_finetune		CMsgSteamLearnModelNodeBertFinetune	No
↳ bert_model		int32	No	enum
↳ unfrozen_layers		uint32	No
↳ threshold		CMsgSteamLearnModelNodeThreshold	No
↳ threshold_value		float	No
↳ comparison		int32	No	enum
↳ logic		CMsgSteamLearnModelNodeLogic	No
↳ logic_operator		int32	No	enum
↳ snapshot_config		CMsgSteamLearnProjectSnapshotConfig	No
↳ snapshot_type		int32	No	enum
↳ config_account_ids		CMsgSteamLearnProjectSnapshotConfigAccountIDs	No
↳ percent		uint32	No
↳ activity_recency_days		uint32	No
↳ filter		int32	No	enum
↳ config_app_ids		CMsgSteamLearnProjectSnapshotConfigAppIDs	No
↳ percent		uint32	No
↳ release_recency_days		uint32	No
↳ config_other_project		CMsgSteamLearnProjectSnapshotConfigOtherProject	No
↳ project_id		uint32	No
↳ published_version		uint32	No
↳ snapshot_schedule_type		int32	No	enum
↳ snapshot_schedule_day_of_week		uint32	No
↳ snapshot_schedule_day_of_month		uint32	No
↳ compress		bool	No
↳ job_count		uint32	No
↳ snapshot_schedule_hour_of_day		uint32	No
↳ config_data_source		CMsgSteamLearnProjectSnapshotConfigDataSource	No
↳ data_source_id		uint32	No
↳ train_config		CMsgSteamLearnTrainConfig	No
↳ fetch_workers		uint32	No
↳ fetch_chunk_size		uint32	No
↳ train_batch_size		uint32	No
↳ train_epoch_count		uint32	No
↳ train_loss_improvement_threshold		float	No
↳ train_no_loss_improvement_epoch_limit		uint32	No
↳ train_optimizer		int32	No	enum
↳ train_learning_rate		float	No
↳ train_gpu		int32	No	enum
↳ gpu_count		uint32	No
↳ mixed_precision		bool	No
↳ train_weight_decay		float	No
↳ train_clip_norm		float	No
↳ use_class_weights		bool	No
↳ train_warmup_steps		uint32	No
↳ train_warmup_start		float	No
↳ train_decay_steps		int32	No
↳ train_decay_rate		float	No
↳ profile_epoch		uint32	No
↳ profile_start_batch		uint32	No
↳ profile_end_batch		uint32	No
↳ snapshot_filter		CMsgSteamLearnProjectSnapshotFilter	No
↳ sample_reduce_percent		uint32	No
↳ histogram		CMsgSteamLearnProjectSnapshotFilterHistogram	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ num_buckets		uint32	No
↳ filter_range		CMsgSteamLearnProjectSnapshotFilterRange	No
↳ data_element_path		string	No
↳ min_value		float	No
↳ max_value		float	No
↳ map_data_element_sql_column[0]		CMsgSteamLearnProjectConfig_MapDataElementSqlColumnEntry[]	No
↳ key		string	No
↳ value		int32	No
↳ total_sql_columns		uint32	No
↳ data_retention_config		CMsgSteamLearnDataRetentionConfig	No
↳ snapshot_keep_duration_days		uint32	No
↳ fetch_keep_count		uint32	No
↳ scheduled_train_config		CMsgSteamLearnScheduledTrainConfig	No
↳ scheduled_type		int32	No	enum
↳ scheduled_minute		uint32	No
↳ scheduled_hour		uint32	No
↳ scheduled_day_of_week		uint32	No
↳ scheduled_day_of_month		uint32	No
↳ auto_activate_accuracy_threshold		float	No
↳ failed_auto_activate_emails		string	No
↳ fetch_infos[0]		CMsgSteamLearnFetchInfo[]	No
↳ fetch_id		uint32	No
↳ train_infos[0]		CMsgSteamLearnTrainInfo[]	No
↳ fetch_id		uint32	No
↳ train_id		uint32	No
↳ scheduled_train		bool	No
↳ auto_snapshot_pending		bool	No
↳ hidden		bool	No
↳ last_edit_time		uint32	No
fetch		CMsgSteamLearn_Train_Request_Fetch	No
↳ fetch_id		uint32	No
↳ request_cancel		bool	No
train		CMsgSteamLearn_Train_Request_Train	No
↳ train_id		uint32	No
↳ request_cancel		bool	No
↳ scheduled_train		bool	No

Steam Web API Documentation

BatchOperation

CacheData

CreateProject

EditProject

EditProjectConfig

GetAccessTokens

GetAccessTokensWeb

GetBatchedStatus

GetDataSource

GetEmbeddingValues

GetFetchStatus

GetFetchStatusVersions

GetLogEvents

GetNearestEmbedding

GetProject

GetProjectConfig

GetProjectStatus

GetSnapshotStatus

GetTrainLogs

GetTrainStatus

GetTrainStatusVersions

Inference

InferenceBackend

InferenceMetadata

ListDataSources

ListProjectConfigs

ListProjects

PublishProject

RegisterDataSource

SetTrainLive

SnapshotProject

Train