User Portlet
Featured Contributor
Anton Antonov
Accendo Data LLC
LOCATION: Florida
WEBSITE: https://github.com/antononcube
INTERESTS IN JOBS & NETWORKING:
ABOUT ME:
My name is Anton Antonov. I was a kernel developer at Wolfram Research, Inc. for seven years working, mostly, on numerical algorithms. I implemented and documented the framework and integrators of NIntegrate. In the last ten years I designed, prototyped, and implemented a variety of machine learning and data mining algorithms. I am also very interested in the creation, parsing, and interpretation of domain specific languages and conversational agents.
STAFF PICKS:
- Classifier agnostic procedure for finding the importance of variables
- UML Diagrams Creation and Generation
- Finding outliers in 2D and 3D numerical data
- Comparison of PCA and NNMF over image de-noising
- Independent component analysis for multidimensional signals
- Facing your data with Chernoff faces
- Adaptive numerical Lebesgue integration by set measure estimates
- Contingency tables creation examples
- Basic example of using ROC with Linear regression
- ROC for classifier ensembles, bootstrapping, damaging, and interpolation
- Pareto principle adherence examples
- [Mathematica-vs-R] Handwritten digits recognition by matrix factorization
- Mathematica vs. R at GitHub
- [Mathematica-vs-R] Text analysis of Trump tweets
- LinearProgramming approach for "best teams" algorithm
- Comparison of dimension reduction algorithms over mandala images generation
- Monad code generation and extension
- [Reddit-DiBB0118] Interspecies comparison using HeatmapPlot
- [Reddit-DiBB0118] RadarChart for each algae species
- The Great conversation in USA presidential speeches
- A monad for classification workflows
- A monad for Quantile Regression workflows
- Parametrized event records data transformations
- Completing XKCD curve-fitting post with QRMon
- Writing a word with straight lines
- Call graph generation for context functions
- Finding all structural breaks in time series
- A monad for Latent Semantic Analysis workflows
- Random mandalas generation
- Ingest Airbnb reviews data
- 3D ornaments (by texturized polygons)
- [NB] Basic experiments workflow for simple epidemiological models
- [NB] Scaling of epidemiology models with multi-site compartments
- Apple mobility trends data visualization
- NY Times COVID-19 data visualization
- WirVsVirus 2020 hackathon participation
- SEI2HR-Econ model with quarantine and supplies scenarios
- Making graphs over system dynamics models
- Bethlehem stars: classifying randomly generated mandalas
- Cryptocurrencies: data acquisition with visualization
- Cryptocurrencies: correlations, clustering and data analysis
- Ingest and analyze benchmark results posted at MathematicaStackExchange
- Connecting Raku with Wolfram Language and Mathematica
- LSA methods comparison over random mandalas deconstruction -- WL
- LSA methods comparison over random mandalas deconstruction -- Python
- Re-exploring the structure of Chinese character images
- Rorschach mask animations projected over 3D surfaces
- Handwritten Arabic characters classifiers comparison
- Nightcore "Schweine" video making
- Outlier detection in a list of numbers (with Raku)
- Generating UML diagrams for Raku namespaces
- Implementing machine learning algorithms in Raku (TRC-2022 talk)
- Trie based classifiers evaluation
- [GiF] Details in Rorschach mask animations making
- Using Prefix trees for Markov chain text generation
- OpenAIMode: paclet for interaction w/ OpenAI's GPT & DALL-E via OpenAILink
- Code generation demo using paclet OpenAIMode
- Nightcore restyling of Dolphin’s “Spring”
- Quantile regression 3D examples
- Workflows with LLM functions (in WL)