2nd Wednesday of the Month Talk Format Meeting

Puget Sound Programming Python (PuPPy)
Puget Sound Programming Python (PuPPy)
Public group

Every 2nd Wednesday of the month

Location image of event venue

Details

• What we'll do
We'll have two talks from Thomas J Fan and Joseph Cardenas

Thomas will give his talk "Deep Dive into scikit-learn's Hist GradientBoosting Classifier and Regressor"

Gradient boosting decision trees (GBDT) is a powerful machine-learning technique known for its high predictive power with heterogeneous data. In this talk, we will explore scikit-learn's implementation of histogram-based GBDT called HistGradientBoostingClassifier/Regressor and how it compares to other GBDT libraries such as XGBoost, CatBoost, and LightGBM.

Thomas J Fan is a scikit-learn core developer working as a Research Associate at Columbia University's Data Science Institute. In his free time, he maintains skorch, a scikit-learn compatible neural network library that wraps PyTorch. Prior to his work in open source, Thomas studied to be a theoretical physicist at Stony Brook University and NYU.

Joseph will give his talk WebAssembly for Pythonistas

A general introduction to WebAssembly ("Wasm") - what it is, how it works, and why Python programmers ought to care. The talk will go over the above and include a demo written in Rust. The latter is being used because there are currently fewer tools to get Python compiled to WebAssembly vs. Rust/C/C++.

• What to bring
Your wonderful self.

• Important to know
PuPPy has a Code of Conduct that all attendees are expected to follow. The Code of Conduct can be found at https://www.pspython.com/pages/code-of-conduct/