Discover antononcube/ConversationalAgents Open Source project

Example projects, code, and documents for comparing Mathematica with R.

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MathematicaVsR

Mathematical and programming models of different (dynamic) systems.

SystemModeling

Chapters, code, and organizational materials for the book "How to be a data scientist impostor?"

HowToBeADataScientistImpostor-book

Contains explanations and descriptions of undocumented or very advanced features and applications of Mathematica's NIntegrate.

NIntegrateTheMissingManual-book

Markdown parser suitable for generation of notebooks of different kind (Mathematica, RMarkdown, Jupyter.)

Raku-Markdown-Grammar

Chapters, code, and organizational materials for the book "Software Design Methods with Wolfram Language".

SoftwareDesignMethodsWithWL-book

SimplifiedMachineLearningWorkflows-book

Chapters, code, and organizational files for the book "Simplified Machine Learning Workflows".

Miscellaneous Python packages. Some correspond to the packages in MathematicaForPrediction.

Python-packages

Jupyter Notebook

Raku-DSL-English-DataQueryWorkflows

Raku package for making data query workflows from natural language commands (in English.)

Raku package that provides access to the algorithms/models of OpenAI (https://platform.openai.com).

Raku-WWW-OpenAI

Wolfram Language (aka Mathematica) paclet that provides a notebooks style with OpenAI interaction cells.

WL-OpenAIMode-paclet

Raku package for translating code into UML diagrams specifications and vice versa.

Raku-UML-Translators

Raku package that generates JavaScript D3.js code for plots and charts.

Raku-JavaScript-D3

Raku package for stemming Russian words.

Raku-Lingua-Stem-Russian

Raku package with data reshaping functions for different data structures (full arrays, Red tables, Text::CSV tables.)

Raku-Data-Reshapers

Raku package for textual (terminal) plots.

Raku-Text-Plot

Raku package for Stoichiometry procedures and related data. Chemical elements data, chemical equations balancing. Multi-language support.

Raku-Chemistry-Stoichiometry

Python package of a Jupyter extension that facilitates the interaction with LLMs.

Python-JupyterChatbook

Python

WolframFunctionRepository-notebooks

Notebooks for the Wolfram Function Repository.

Raku package for making computational workflows from natural language commands in Russian.

Raku-DSL-Russian

This Raku package has functions for generating random strings, words, pet names, vectors, and tabular datasets.

Raku-Data-Generators

Raku package for interfacing Google Charts.

Raku-JavaScript-Google-Charts

Wolfram Language (aka Mathematica) paclet for obtaining Mermaid-JS images and graphics.

WL-MermaidJS-paclet

Raku package for processing (gathering, enhancing, etc.) of token specs in grammar and role classes.

Raku-Grammar-TokenProcessing

Raku package with functions for creation and manipulation of tries (prefix trees) with frequencies

Raku-ML-TriesWithFrequencies

Raku package facilitating the creation, storage, retrieval, and curation of LLM prompts.

Raku-LLM-Prompts

Graph algorithms development and examples with Raku.

RetroGraphAlgorithmsWithRaku-book

Raku-Text-CodeProcessing

Raku package for processing of code chunks in documents of different types (like Markdown, Org-mode, Pod6.)

Jupyter IPython magics for computing with Wolfram Language.

Python-JupyterWolframizer

Python

Raku-Lingua-NumericWordForms

Raku functions that generate, parse, and interpret numeric word forms in different languages.

Event Records Transformations Monad in R

ERTMon-R

WL-SoftwareDesignMethodsWithWLBook-paclet

The book "Software Design Methods with Wolfram Language" as a paclet.

Raku package for Gherkin grammar and interpretations.

Raku-Gherkin-Grammar

Epidemiologic Compartmental Modeling Monad in R

ECMMon-R

Grammar for parsing Mathematica (aka Wolfram Language) expressions.

Raku-Mathematica-Grammar

Wolfram Language (aka Mathematica) paclet for making software monads.

WL-MonadMakers-paclet

Miscellaneous R packages. Some correspond to the packages in MathematicaForPrediction.

R-packages

Raku package for making computational workflows from natural language commands in Bulgarian.

Raku-DSL-Bulgarian

Finite State Machines (FSMs) roles and classes for making conversational agents based on Domain Specific Languages (DSLs).

Raku-DSL-FiniteStateMachines

Wolfram Language (aka Mathematica) paclet that provides outlier identifier functions.

WL-OutlierIdentifiers-paclet

Proc::ZMQed provides external evaluators (Mathematica, Python, R, etc.) via ZMQ.

Raku-Proc-ZMQed

Raku package with Hash-based functions for creation and manipulation of tries (prefix trees) with frequencies.

Raku-ML-HashTriesWithFrequencies

Raku package for Receiver Operating Characteristic (ROC) functions.

Raku-ML-ROCFunctions

Raku package for making computational workflows from natural language commands in Portuguese.

Raku-DSL-Portuguese

Raku package for 1D outlier identifier functions.

Raku-Statistics-OutlierIdentifiers

A Raku package for search engine queries specification and translation.

Raku-DSL-English-SearchEngineQueries

Raku package for making Epidemiology modeling workflows using natural language commands (in English.)

Raku-DSL-English-EpidemiologyModelingWorkflows

Repository (mostly) for the book "Mathematica for Chemists and Chemical Engineers".

MathematicaForChemistry

Raku-Data-ExampleDatasets

Raku package for (obtaining) example datasets.

Wolfram Language (aka Mathematica) paclet for monadic Quantile Regression workflows.

WL-MonadicQuantileRegression-paclet

Plans, chapters, and code for the book "Combinatorial Optimization with WL".

CombinatorialOptimizationWithWL-book

Raku-DSL-Entity-Metadata

Raku package of metadata entity names parsing and interpretation.

Quantile Regression workflows monad in R

QRMon-R

Raku package for line and curve fitting into sets of points.

Raku-Math-Fitting

Raku package for translation of JSON specs or JSON-like data structures into other formats.

Raku-Data-Translators

Raku package for graph data structures and algorithms.

Raku-Graph

Raku package of fast Demerau-Levenshtein distance functions based on C code via NativeCall.

Raku-Math-DistanceFunctions-Edit

Raku package for extracting and processing of interpret-able sub-strings in texts.

Raku-Text-SubParsers

Raku package for making data query workflows from natural language commands (in English.)

Raku-DSL-General-DataQueryWorkflows

Raku package with grammars for natural language commands of recruiting workflows.

Raku-DSL-English-RecruitingWorkflows

Raku package of cryptocurrency data retrieval.

Raku-Data-Cryptocurrencies

Raku package of machine learning entity names parsing and interpretation.

Raku-DSL-Entity-MachineLearning

Raku package for stemming Bulgarian words. (Implements the BulStem algorithm.)

Raku-Lingua-Stem-Bulgarian

Raku package with example address book entities.

Raku-DSL-Entity-AddressBook

Anton Antonov's profile repository.

antononcube

Raku-DSL-English-DataAcquisitionWorkflows

A Raku package for data acquisition workflows specification and translation.

Raku package for simple and contextual spellchecking.

Raku-ML-Spellchecker

Wolfram Language (aka Mathematica) paclet with call-graph creation and visualization functions.

WL-CallGraph-paclet

Wolfram Language (aka Mathematica) paclet that is actually a book(let) on war modeling.

WL-ElementsOfWarModelingBook-paclet

WL-QuantileRegression-paclet

Wolfram Language (aka Mathematica) paclet that provides various Quantile Regression functions.

Raku-DSL-Entity-Jobs

Raku package for using clipboards of different operating systems. (I.e., copy and paste with any OS.)

Raku-Clipboard

Raku package for comprehensive multi-DSL translations.

Raku-DSL-Translators

Raku-DSL-English-FoodPreparationWorkflows

Raku package for making classification workflows from natural language commands (in English.)

Raku-DSL-English-ClassificationWorkflows

Raku package with grammars for geographic entities.

Raku-DSL-Entity-Geographics

Raku package with summarization functions for different types of data.

Raku-Data-Summarizers

Raku package with functional parsers.

Raku-FunctionalParsers

Raku package for Machine Learning (ML) clustering algorithms

Raku-ML-Clustering

Raku package for serialization of Raku objects and expressions to Mathematica expressions.

Raku-Mathematica-Serializer

Raku package for DSL shared utilities and grammar roles.

Raku-DSL-Shared

Raku implementation of a Streams Blending Recommender (SBR).

Raku-ML-StreamsBlendingRecommender

Raku package for stop words of different languages and stop words deletion. Provides corresponding CLI scripts.

Raku-Lingua-StopwordsISO

Raku package for making recommender workflows using natural language commands (in English.)

Raku-DSL-English-RecommenderWorkflows

Raku package for making Latent semantic analysis workflows using natural language commands (in English.)

Raku-DSL-English-LatentSemanticAnalysisWorkflows

Raku package that provides access to the language translation service DeepL (https://www.deepl.com).

Raku-Lingua-Translation-DeepL

Raku package for stemming Portuguese words.

Raku-Lingua-Stem-Portuguese

Wolfram Language (aka Mathematica) paclet of epidemiological models.

WL-EpidemiologicalModeling-paclet

Natural Language Processing (NLP) template engine. (Using question answering systems and machine learning classifiers.)

NLP-Template-Engine

Raku package for association rule learning. (Apriori, Eclat, confidence, lift, conviction.)

Raku-ML-AssociationRuleLearning

Wolfram Language (aka Mathematica) paclet that fills in (code) templates using NLP techniques.

WL-NLPTemplateEngine-paclet

A project for the different aspects of data acquisition engine design and implementation. (Software design and architecture, conversational agent elements, example data collections, etc.)

Data-Acquisition-Engine-project

Raku package for making Quantile regression workflows using natural language commands (in English.)

Raku-DSL-English-QuantileRegressionWorkflows

Raku grammar classes for food and drink entities (food and drink names.)

Raku-DSL-Entity-Foods

Wolfram Language (aka Mathematica) paclet for data reshaping functions, like, long- and wide form, cross tabulation, etc.

WL-DataReshapers-paclet

Various data importing routines with a unified interface (data-import, slurp).

Raku-Data-Importers

Wolfram Language (aka Mathematica) paclet with a software monad for Sparse Matrix Recommender (SMR) workflows.

WL-MonadicSparseMatrixRecommender-paclet

Raku package that provides access to the algorithms/models of (the executable LLM) llamafile.

Raku-WWW-LLaMA

Markup (HTML, Markdown) calendar functions for displaying monthly, yearly, and custom calendars.

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Raku-Markup-Calendar