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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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Starred repositories
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
Intelligent automation and multi-agent orchestration for Claude Code
An open access book on scientific visualization using python and matplotlib
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
A unified framework for machine learning with time series
min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch
A collection of research papers on decision, classification and regression trees with implementations.
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Versatile audio super resolution (any -> 48kHz) with AudioSR.
👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
A curated list of gradient boosting research papers with implementations.
t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark
Mkdocs plugin to add plots from data using vegalite
🔤 Measure edit distance based on keyboard layout
🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations
🚲 Git scraping for bike sharing APIs
The simplest way to deploy a machine learning model
Django plugin for online machine learning with river (under-development)
☀️ Measuring the accuracy of BBC weather forecasts in Honolulu, USA