Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...

Getting input from users is one of the first skills every Python programmer learns. Whether you’re building a console app, validating numeric data, or collecting values in a GUI, Python’s input() ...

Multiplication in Python may seem simple at first—just use the * operator—but it actually covers far more than just numbers. You can use * to multiply integers and floats, repeat strings and lists, or ...

LangExtract lets users define custom extraction tasks using natural language instructions and high-quality “few-shot” examples. This empowers developers and analysts to specify exactly which entities, ...

Singapore-based AI startup Sapient Intelligence has developed a new AI architecture that can match, and in some cases vastly outperform, large language models (LLMs) on complex reasoning tasks, all ...

ProcessOptimizer is a Python package designed to provide easy access to advanced machine learning techniques, specifically Bayesian optimization using, e.g., Gaussian processes. Aimed at ...

“Well, what if there is no tomorrow? There wasn’t one today!” proclaims Phil Connors (Bill Murray) in “Groundhog Day.” This moment of existential crisis marks Phil’s turning point as he realizes that ...

When using a nested range in two nested loops and the range in the inner loop is started at one, python skips processing of the the first iteration of the outer loop. In the code example above, it's ...

This appendix shows how to use a Changer to perform loop peeling. This example provides a good illustration of how the AST can be manipulated. Loop peeling is a transformation that moves the first ...

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