From MLE to Regression: Choosing the Point Prediction

A close read of Omnara's Apache 2.0 agent platform: how its configs, stateless workers and outbound-only machine daemon fit together, and what self-hosting it actually demands.

The torch_tpu README is short on benchmarks but long on build and install pitfalls: a CUDA torch default, a wheel that dies on import, and a flag-ordering rule. Here is what to know before you point a TPU VM at it.

Forty adjustment variables can be fine or badly overfit, depending on your rows, your outcome's rarest class, and whether you penalise the coefficients.