lib

Dec 22, 2023

Changes in this version

type Config

+ OpenAIVeto bool

Dec 18, 2023

Changes in this version

type Detector

+ func (d *Detector) RemoveApprovedUsers(ids ...string)

Dec 18, 2023

Changes in this version

type CheckResult

+ func (c *CheckResult) String() string

type Config

+ MinSpamProbability float64

Dec 17, 2023

Changes in this version

type Config

+ FirstMessagesCount int

Dec 16, 2023

Changes in this version

type Detector

+ func (d *Detector) AddApprovedUsers(ids ...string)

+ func (d *Detector) WithOpenAIChecker(client openAIClient, params OpenAIConfig)

+ type OpenAIConfig struct

+ MaxSymbolsRequest int

+ MaxTokensRequest int

+ MaxTokensResponse int

+ Model string

+ SystemPrompt string

Dec 11, 2023

Changes in this version

+ type CheckResult struct

+ Details string

+ Name string

+ Spam bool

+ type Class string

+ type Classifier struct

+ LearningResults map[string]map[Class]int

+ NAllDocument int

+ NDocumentByClass map[Class]int

+ NFrequencyByClass map[Class]int

+ PriorProbabilities map[Class]float64

+ func NewClassifier() Classifier

+ func (c *Classifier) Classify(tokens ...string) (Class, float64, bool)

+ func (c *Classifier) Learn(docs ...Document)

+ func (c *Classifier) Reset()

+ type Config struct

+ CasAPI string

+ FirstMessageOnly bool

+ HTTPClient HTTPClient

+ MaxAllowedEmoji int

+ MinMsgLen int

+ SimilarityThreshold float64

+ type Detector struct

+ func NewDetector(p Config) *Detector

+ func (d *Detector) ApprovedUsers() (res []string)

+ func (d *Detector) Check(msg, userID string) (spam bool, cr []CheckResult)

+ func (d *Detector) LoadApprovedUsers(r io.Reader) (count int, err error)

+ func (d *Detector) LoadSamples(exclReader io.Reader, spamReaders, hamReaders []io.Reader) (LoadResult, error)

+ func (d *Detector) LoadStopWords(readers ...io.Reader) (LoadResult, error)

+ func (d *Detector) Reset()

+ func (d *Detector) UpdateHam(msg string) error

+ func (d *Detector) UpdateSpam(msg string) error

+ func (d *Detector) WithHamUpdater(s SampleUpdater)

+ func (d *Detector) WithSpamUpdater(s SampleUpdater)

+ type Document struct

+ Class Class

+ Tokens []string

+ func NewDocument(class Class, tokens ...string) Document

+ type HTTPClient interface

+ Do func(req *http.Request) (*http.Response, error)

+ type LoadResult struct

+ ExcludedTokens int

+ HamSamples int

+ SpamSamples int

+ StopWords int

+ type SampleUpdater interface

+ Append func(msg string) error

+ Reader func() (io.ReadCloser, error)