The Pleasure of Finding Things Out: A blog by James Triveri jtrive.com

Practical NLP for Risk Modeling, Part II - Fine-tuning DistilBERT End-to-End on Tornado Narratives

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Practical NLP for Risk Modeling, Part I - Turning Text into Embeddings with Pretrained Transformers

jtrive.com·2w

GPU Acceleration with Polars LazyFrames

jtrive.com·15w

Extracting Fire Station Locations from OpenStreetMap

jtrive.com·26w

No API? No Problem - Mapping Coordinates to ZIP Codes for Free

jtrive.com·29w

No API? No Problem - Mapping Coordinates to ZIP Codes for Free

jtrive.com·29w

Handling Larger-than-Memory Datasets with Polars LazyFrame

jtrive.com·35w

Serving Dash and Shiny Apps with Docker and NGINX

jtrive.com·38w

Up and Running with JAX - Backpropagation and Training Neural Network

jtrive.com·43w

Up and Running with JAX - Fully-Connected Network Forward Pass

jtrive.com·45w

Up and Running with JAX - JIT Compilation, Vectorizing Transformations and autodiff

jtrive.com·46w·

Discuss: Lobsters, Hacker News

Creating Animations with Folium

jtrive.com·51w

The Bootstrap Chain Ladder from Scratch using Polars

jtrive.com·55w

Standing Up Ad-hoc Compute Clusters with Dask

jtrive.com·58w

Multimodal Neural Networks for Risk Classification

jtrive.com·61w

Geohashing for Fun and Profit

jtrive.com·62w

GIS Algorithms in Python, Part I - Point-to-Point and Point-to-Line Distances

jtrive.com·64w

The Bootstrap Chain Ladder from Scratch using Pandas

jtrive.com·66w

Quantifying Spatial Autocorrelation with Moran’s I

jtrive.com·68w

Determining Distance to Coastline for Policy Locations Using GeoPandas

jtrive.com·69w

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