inference_synthesis

Jul 13, 2024

Changes in this version

+ func CalcTopicInitialRegret(regrets []alloraMath.Dec, epsilon alloraMath.Dec, pNorm alloraMath.Dec, ...) (alloraMath.Dec, error)

type SynthPalette

+ AllInferersAreNew bool

Jul 8, 2024

Changes in this version

type SynthPalette

+ func (p *SynthPalette) UpdateForecastersInfo(newForecasters []Worker) error

+ func (p *SynthPalette) UpdateInferersInfo(newInferers []Worker) error

Jun 26, 2024

Changes in this version

+ func GetLatestNetworkInference(ctx sdk.Context, k keeper.Keeper, topicId TopicId) (*emissions.ValueBundle, map[string]*emissions.Inference, ...)

type SynthPalette

+ Tolerance alloraMath.Dec

type SynthRequest

+ Tolerance alloraMath.Dec

Jun 14, 2024

Changes in this version

+ func ConvertForecastImpliedInferencesToArrays(forecastImpliedInferenceByWorker map[string]*types.Inference) []*types.WorkerAttributedValue

+ func ConvertWeightsToArrays(weights map[Worker]Weight) []*types.RegretInformedWeight

Jun 14, 2024

Changes in this version

+ func AccumulateWeights(inference *emissions.Inference, weight alloraMath.Dec, noPriorRegret bool, ...) (alloraMath.Dec, alloraMath.Dec, error)

+ func CalcNetworkLosses(stakesByReputer map[Worker]Stake, ...) (emissions.ValueBundle, error)

+ func CalcWeightFromNormalizedRegret(normalizedRegret alloraMath.Dec, maxNormalizedRegret alloraMath.Dec, ...) (alloraMath.Dec, error)

+ func ComputeAndBuildEMRegret(lossA Loss, lossB Loss, previousRegret Regret, alpha alloraMath.Dec, ...) (emissions.TimestampedValue, error)

+ func ConvertValueBundleToNetworkLossesByWorker(valueBundle emissions.ValueBundle) networkLossesByWorker

+ func CosmosIntOneE18() cosmosMath.Int

+ func FilterNoncesWithinEpochLength(n emissions.Nonces, blockHeight, epochLength int64) emissions.Nonces

+ func GetCalcSetNetworkRegrets(ctx sdk.Context, k keeper.Keeper, topicId TopicId, ...) error

+ func GetNetworkInferencesAtBlock(ctx sdk.Context, k keeper.Keeper, topicId TopicId, inferencesNonce BlockHeight, ...) (*emissions.ValueBundle, error)

+ func Logger(ctx sdk.Context) log.Logger

+ func MakeMapFromForecasterToTheirForecast(forecasts []*emissions.Forecast) map[Worker]*emissions.Forecast

+ func MakeMapFromInfererToTheirInference(inferences []*emissions.Inference) map[Worker]*emissions.Inference

+ func SelectTopNReputerNonces(reputerRequestNonces *emissions.ReputerRequestNonces, N int, ...) []*emissions.ReputerRequestNonce

+ func SelectTopNWorkerNonces(workerNonces emissions.Nonces, N int) []*emissions.Nonce

+ func SortByBlockHeight(r []*emissions.ReputerRequestNonce)

+ type BlockHeight = int64

+ type InferenceValue = alloraMath.Dec

+ type InferersNewStatus int

+ const InferersAllNew

+ const InferersAllNewExceptOne

+ const InferersNotNew

+ type Loss = alloraMath.Dec

+ func CalcCombinedNetworkLoss(stakesByReputer map[Worker]Stake, ...) (Loss, error)

+ type NetworkInferenceBuilder struct

+ func NewNetworkInferenceBuilderFromSynthRequest(req SynthRequest) (*NetworkInferenceBuilder, error)

+ func (b *NetworkInferenceBuilder) Build() *emissions.ValueBundle

+ func (b *NetworkInferenceBuilder) CalcAndSetNetworkInferences() *NetworkInferenceBuilder

+ func (b *NetworkInferenceBuilder) SetCombinedValue() *NetworkInferenceBuilder

+ func (b *NetworkInferenceBuilder) SetForecasterValues() *NetworkInferenceBuilder

+ func (b *NetworkInferenceBuilder) SetInfererValues() *NetworkInferenceBuilder

+ func (b *NetworkInferenceBuilder) SetNaiveValue() *NetworkInferenceBuilder

+ func (b *NetworkInferenceBuilder) SetOneInValues() *NetworkInferenceBuilder

+ func (b *NetworkInferenceBuilder) SetOneOutForecasterValues() *NetworkInferenceBuilder

+ func (b *NetworkInferenceBuilder) SetOneOutInfererValues() *NetworkInferenceBuilder

+ type Regret = alloraMath.Dec

+ type RegretInformedWeights struct

+ type RunningWeightedLoss struct

+ SumWeight Weight

+ UnnormalizedWeightedLoss Loss

+ func RunningWeightedAvgUpdate(runningWeightedAvg *RunningWeightedLoss, nextWeight Weight, nextValue Weight) (RunningWeightedLoss, error)

+ type Stake = cosmosMath.Int

+ type StatefulRegret struct

+ type StdDevRegrets struct

+ type SynthPalette struct

+ CNorm alloraMath.Dec

+ Ctx sdk.Context

+ Epsilon alloraMath.Dec

+ FTolerance alloraMath.Dec

+ ForecastByWorker map[Worker]*emissions.Forecast

+ ForecastImpliedInferenceByWorker map[Worker]*emissions.Inference

+ ForecasterRegrets map[Worker]*StatefulRegret

+ Forecasters []Worker

+ InferenceByWorker map[Worker]*emissions.Inference

+ InfererRegrets map[Worker]*StatefulRegret

+ Inferers []Worker

+ InferersNewStatus InferersNewStatus

+ K keeper.Keeper

+ Logger log.Logger

+ NetworkCombinedLoss Loss

+ PNorm alloraMath.Dec

+ SingleNotNewInferer Worker

+ TopicId TopicId

+ func (p *SynthPalette) BootstrapRegretData() error

+ func (p *SynthPalette) CalcForecastImpliedInferences() (map[Worker]*emissionstypes.Inference, error)

+ func (p *SynthPalette) CalcWeightedInference(weights RegretInformedWeights) (InferenceValue, error)

+ func (p *SynthPalette) CalcWeightsGivenWorkers() (RegretInformedWeights, error)

+ func (p *SynthPalette) GetForecasterRegretsSlice() ([]alloraMath.Dec, error)

+ func (p *SynthPalette) GetInfererRegretsSlice() ([]alloraMath.Dec, error)

+ func (p *SynthPalette) UpdateForecastImpliedInferences() error

+ func (p SynthPalette) Clone() SynthPalette

+ type SynthPaletteFactory struct

+ func (f *SynthPaletteFactory) BuildPaletteFromRequest(req SynthRequest) (SynthPalette, error)

+ type SynthRequest struct

+ CNorm alloraMath.Dec

+ Ctx sdk.Context

+ Epsilon alloraMath.Dec

+ FTolerance alloraMath.Dec

+ Forecasts *emissions.Forecasts

+ Inferences *emissions.Inferences

+ K keeper.Keeper

+ NetworkCombinedLoss Loss

+ PNorm alloraMath.Dec

+ TopicId TopicId

+ type TopicId = uint64

+ type Weight = alloraMath.Dec

+ type Worker = string