Training Dynamics Python Packages

neural-tangents

Fast and Easy Infinite Neural Networks in Python

aspire-si

Train language models to internalize a teacher's judgment through adversarial dialogue, with a learned critic and ScalarScope training-dynamics export

reptimeline

Track how discrete representations evolve during neural network training — lifecycle events, phase transitions, ontology discovery, and causal verification

explaind

A unified framework for attributing model behavior to model components, training data, and training dynamics.

npm-weibull-py

Transformer weight statistics & analysis: from pooled Weibull (k, λ) fits to row/column scale fields. Code, data, library.