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I'm going to grok matrix operations over the next few months, and I wanted to use AutoIt, because I'm sick of all ML examples I come across being in Python :) I'll post example scripts here, starting from the most basic operations (addition, subtraction, multiplication etc). This is primarily so that people checking out basic ML applications of AutoIt have some resources to work with. My own use cases are to do with natural language processing and vector embeddings, so I'll eventually throw in domain-specific examples. I'm going to use the excellent Eigen4AutoIt UDF by @RTFC - - it's a monster of a UDF, and I hope to scratch its surface, example by example...wish me luck NOTE: When using the Eigen4AutoIt library, remember to set the value of $EIGEN_DLLPATH - - read the Eigen4AutoIt QuickStart Manual (page 2) for details.

Hey there! I was thinking about building a chatting artificial intelligence in AutoIt I've been all the day learning about machine learning algorithms, but most of them were made for other type of areas such as marketing. Anyone knows an algorithm for sentences and context pattern finding i can study? I would also like to implement features like finding on memory related sentences and compare them I.e. Hello, how are you And split that sentence into 2 type of refferences to the answer, 'Hello' and 'How are you' I.e. Wanna play? I would like to let the bot understand same for "Wanna play" and "Wanna play?" Or for "Hello bot' and "Hello" Or memory finding message by conversation I have made a memory array based on the conversation i had with the bot, but i couldnt figure a way to make the bot find in memory, even though is supposed to work properly $ArrayTraceB = 0 $MemoryArray = StringSplit($Memory, '|') For $D in $SentenceKeyArray If $D = 'about' Then MemoryFunction($D, $ArrayTraceB, $SentenceKeyArray) Else $ArrayTraceB = $ArrayTraceB +1 EndIf Next Like on that code snap which leads to this function Func MemoryFunction($Call, $Trace, ByRef $KeyArray) $MemoryArray = StringSplit($Memory, '|') If $Call = 'About' Then $FirstArray = 1 For $Ref In $MemoryArray If $FirstArray = 1 Then $FirstArray = 0 Else $NeuronValues = $NeuronValues & '|' & $Neurons[$Ref] EndIf Next $NeuronValuesArray = StringSplit($NeuronValues, '|') $ArrayTrace = $Trace +1 $Topic = '' While 1 If $ArrayTrace >= $KeyArray[0] Then ExitLoop Else $Topic = $Topic & ' ' & $KeyArray[$ArrayTrace] $ArrayTrace = $ArrayTrace +1 EndIf Sleep(50) WEnd $ArrayTrace = 0 $bFound = False _ArrayDisplay($NeuronValuesArray) For $i = 0 To $NeuronValuesArray[0] ; Test from element 0 to the last element of the array If StringInStr($Topic, $NeuronValuesArray[$i]) Then $bFound = True ExitLoop ; Unless i need to find more instances we exit this part of the code imediately Global $ArrayX = $i EndIf Next If $bFound = False Then MsgBox(0, '', '-' & $Topic & '-') $Answer = "I dont remember anything about " & $Topic $WaitYesNo = True $BehaviorFlag = 2 AnswerSentence($Answer, $BehaviorFlag) Else _ArrayDisplay($NeuronValuesArray) MsgBox(0, '', $ArrayX) $Answer = 'I remember a message saying "' & $NeuronValuesArray[$ArrayX] & '", do you want to talk about that?' $WaitYesNo = True $BehaviorFlag = 4 AnswerSentence($Answer, $BehaviorFlag) EndIf EndIf EndFunc It always misses the last word and adds an empty space char at start. I would appreciate any suggestions

Hey there! I was studying about algorithms of machine learning and artificial intelligence inner systems, in specific, i would like to create a similar system like AIML and A.L.I.C.E., but in AU3. I can re-create pretty much all the functions in AIML by myself, except for "any (*)", which is really useful for pattern detection. Example: How i could re-create it in Au3? Any help is really appreciated!