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data (2)
information-theory (1)
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CricsDB — A T20 Cricket Analytics Platform
data
visualization

A full-stack T20 cricket analytics site built on FastAPI, React, Semiotic, and SQLite — with a Wisden-almanack visual identity and ball-by-ball data from cricsheet.org.

Apr 8, 2026
 
DeeBase — An Async, Fastlite-Inspired ORM
data

DeeBase is a small async SQLAlchemy-based library with a fastlite-inspired API: dataclass tables, FK navigation, FTS, views, migrations, and a FastAPI integration that…

Jan 20, 2026

Entropy and Maximum Entropy
information-theory
probability
statistics

Introduces information entropy as a measure of uncertainty and derives maximum entropy distributions. Shows how constraints on moments lead naturally to the exponential…

Feb 12, 2025

How Sigmoids Combine
neural-networks
optimization
visualization

Explores how sigmoid activation functions combine in MLPs to create increasingly complex function approximations. Trains neural networks with varying architectures —…

Mar 19, 2025

The LLN
statistics
montecarlo

The Law of Large Numbers says the sample average converges to the true mean as sample size grows. We illustrate this with coin flips and connect frequentist sampling…

Dec 3, 2022

Visualization As Story
visualization

Good visualizations frame data as a story, using annotations and conventions so the audience doesn’t have to think. We walk through Financial Times COVID vaccine charts as…

Dec 3, 2022
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