DEAP is an evolutionary computation framework for Python aimed at rapid prototyping and testing of ideas. It provides genetic algorithms over representations such as lists, arrays, sets, dictionaries, trees and Numpy arrays, genetic programming with prefix trees, evolution strategies including CMA-ES, multi-objective optimisation, and co-evolution of multiple populations. It supports parallelisation via multiprocessing and SCOOP and works out of the box with Python 3 since version 0.8.
A Hacker News discussion thread about the ChemCrow preprint on augmenting large-language models with chemistry tools. Commenters raise citation problems and question how a program can make an already widely used medicine less toxic.
Dlib is a C++ library whose image processing page documents routines for managing and manipulating images using array2d objects rather than an explicit image type. It lists pixel types including RGB, RGB alpha, HSI, HSV, LAB and grayscale, alongside functions for image I/O, object detection, feature extraction, filtering, scaling and rotating.
Codeflash uses AI to automatically find the most optimized version of your Python code through benchmarking — while verifying it's correct.
A reference page in the Clojure documentation covering Java interop, including class access, member access, the dot special form, implementing interfaces and extending classes, arrays, vararg methods and type hints.
LMQL is a programming language for interacting with large language models, using types, templates, constraints and an optimizing runtime. Prompt statements have associated where clauses that specify logical constraints on output, which LMQL translates to subtoken masks enforced during generation. It works across llama.cpp, OpenAI and Transformers backends and supports nested queries.
This DeepSeek API documentation page lists models and per-token pricing. It describes the deepseek-flash and deepseek-v4-pro models, their features, context length, concurrency limits, and peak and off-peak token rates, and notes that the legacy names deepseek-v4-flash and deepseek-v4-flash-vision-exp are still accepted.
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A Hacker News discussion thread about the ChemCrow preprint on augmenting large-language models with chemistry tools. Commenters raise citation problems and question how a program can make an already widely used medicine less toxic.
Dlib is a C++ library whose image processing page documents routines for managing and manipulating images using array2d objects rather than an explicit image type. It lists pixel types including RGB, RGB alpha, HSI, HSV, LAB and grayscale, alongside functions for image I/O, object detection, feature extraction, filtering, scaling and rotating.
Codeflash uses AI to automatically find the most optimized version of your Python code through benchmarking — while verifying it's correct.
A reference page in the Clojure documentation covering Java interop, including class access, member access, the dot special form, implementing interfaces and extending classes, arrays, vararg methods and type hints.
LMQL is a programming language for interacting with large language models, using types, templates, constraints and an optimizing runtime. Prompt statements have associated where clauses that specify logical constraints on output, which LMQL translates to subtoken masks enforced during generation. It works across llama.cpp, OpenAI and Transformers backends and supports nested queries.
This DeepSeek API documentation page lists models and per-token pricing. It describes the deepseek-flash and deepseek-v4-pro models, their features, context length, concurrency limits, and peak and off-peak token rates, and notes that the legacy names deepseek-v4-flash and deepseek-v4-flash-vision-exp are still accepted.
