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PhD in Machine Learning
- Brazil
- https://smastelini.github.io/
- https://orcid.org/0000-0002-0092-3572
- in/smastelini
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Versatile audio super resolution (any -> 48kHz) with AudioSR.
Intelligent automation and multi-agent orchestration for Claude Code
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
A library for machine learning pipeline and creation of reports
This is a curated list of research on diffusion models for tabular data, and serves as the official repository for the survey paper "Diffusion Models for Tabular Data: Challenges, Current Progress,…
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
tsMorph is a Python package designed to generate semi-synthetic time series through morphing techniques.
Fully open reproduction of DeepSeek-R1
⚡ TabPFN: Foundation Model for Tabular Data ⚡
Get your documents ready for gen AI
Use LOTUS to process all of your datasets with LLMs and embeddings. Enjoy up to 1000x speedups with fast, accurate query processing, that's as simple as writing Pandas code
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Open-source search and retrieval database for AI applications.
Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models
A Hierarchical Task Network planner utilizing LLMs like OpenAI's GPT-4 to create complex plans from natural language that can be converted into an executable form.
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these al…
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Precision Medicine Knowledge Graph (PrimeKG)
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Python versions of all typeset code blocks from the book, Algorithms for Decision Making.
This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.
✨✨Latest Advances on Multimodal Large Language Models
A lightweight, object-oriented finite state machine implementation in Python with many extensions