mirror of
https://github.com/twitter/the-algorithm.git
synced 2024-06-01 08:48:46 +02:00
ef4c5eb65e
Please note we have force-pushed a new initial commit in order to remove some publicly-available Twitter user information. Note that this process may be required in the future.
78 lines
3.1 KiB
Scala
78 lines
3.1 KiB
Scala
package com.twitter.cr_mixer.model
|
|
|
|
/**
|
|
* A Configuration class for all Model Based Candidate Sources.
|
|
*
|
|
* The Model Name Guideline. Please your modelId as "Algorithm_Product_Date"
|
|
* If your model is used for multiple product surfaces, name it as all
|
|
* Don't name your algorithm as MBCG. All the algorithms here are MBCG =.=
|
|
*
|
|
* Don't forgot to add your new models into allHnswANNSimilarityEngineModelIds list.
|
|
*/
|
|
object ModelConfig {
|
|
// Offline SimClusters CG Experiment related Model Ids
|
|
val OfflineInterestedInFromKnownFor2020: String = "OfflineIIKF_ALL_20220414"
|
|
val OfflineInterestedInFromKnownFor2020Hl0El15: String = "OfflineIIKF_ALL_20220414_Hl0_El15"
|
|
val OfflineInterestedInFromKnownFor2020Hl2El15: String = "OfflineIIKF_ALL_20220414_Hl2_El15"
|
|
val OfflineInterestedInFromKnownFor2020Hl2El50: String = "OfflineIIKF_ALL_20220414_Hl2_El50"
|
|
val OfflineInterestedInFromKnownFor2020Hl8El50: String = "OfflineIIKF_ALL_20220414_Hl8_El50"
|
|
val OfflineMTSConsumerEmbeddingsFav90P20M: String =
|
|
"OfflineMTSConsumerEmbeddingsFav90P20M_ALL_20220414"
|
|
|
|
// Twhin Model Ids
|
|
val ConsumerBasedTwHINRegularUpdateAll20221024: String =
|
|
"ConsumerBasedTwHINRegularUpdate_All_20221024"
|
|
|
|
// Averaged Twhin Model Ids
|
|
val TweetBasedTwHINRegularUpdateAll20221024: String =
|
|
"TweetBasedTwHINRegularUpdate_All_20221024"
|
|
|
|
// Collaborative Filtering Twhin Model Ids
|
|
val TwhinCollabFilterForFollow: String =
|
|
"TwhinCollabFilterForFollow"
|
|
val TwhinCollabFilterForEngagement: String =
|
|
"TwhinCollabFilterForEngagement"
|
|
val TwhinMultiClusterForFollow: String =
|
|
"TwhinMultiClusterForFollow"
|
|
val TwhinMultiClusterForEngagement: String =
|
|
"TwhinMultiClusterForEngagement"
|
|
|
|
// Two Tower model Ids
|
|
val TwoTowerFavALL20220808: String =
|
|
"TwoTowerFav_ALL_20220808"
|
|
|
|
// Debugger Demo-Only Model Ids
|
|
val DebuggerDemo: String = "DebuggerDemo"
|
|
|
|
// ColdStartLookalike - this is not really a model name, it is as a placeholder to
|
|
// indicate ColdStartLookalike candidate source, which is currently being pluged into
|
|
// CustomizedRetrievalCandidateGeneration temporarily.
|
|
val ColdStartLookalikeModelName: String = "ConsumersBasedUtgColdStartLookalike20220707"
|
|
|
|
// consumersBasedUTG-RealGraphOon Model Id
|
|
val ConsumersBasedUtgRealGraphOon20220705: String = "ConsumersBasedUtgRealGraphOon_All_20220705"
|
|
// consumersBasedUAG-RealGraphOon Model Id
|
|
val ConsumersBasedUagRealGraphOon20221205: String = "ConsumersBasedUagRealGraphOon_All_20221205"
|
|
|
|
// FTR
|
|
val OfflineFavDecayedSum: String = "OfflineFavDecayedSum"
|
|
val OfflineFtrAt5Pop1000RnkDcy11: String = "OfflineFtrAt5Pop1000RnkDcy11"
|
|
val OfflineFtrAt5Pop10000RnkDcy11: String = "OfflineFtrAt5Pop10000RnkDcy11"
|
|
|
|
// All Model Ids of HnswANNSimilarityEngines
|
|
val allHnswANNSimilarityEngineModelIds = Seq(
|
|
ConsumerBasedTwHINRegularUpdateAll20221024,
|
|
TwoTowerFavALL20220808,
|
|
DebuggerDemo
|
|
)
|
|
|
|
val ConsumerLogFavBasedInterestedInEmbedding: String =
|
|
"ConsumerLogFavBasedInterestedIn_ALL_20221228"
|
|
val ConsumerFollowBasedInterestedInEmbedding: String =
|
|
"ConsumerFollowBasedInterestedIn_ALL_20221228"
|
|
|
|
val RetweetBasedDiffusion: String =
|
|
"RetweetBasedDiffusion"
|
|
|
|
}
|