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But that’s unironically a good idea so I decided to try and do it anyways. With the use of agents, I am now developing rustlearn (extreme placeholder name), a Rust crate that implements not only the fast implementations of the standard machine learning algorithms such as logistic regression and k-means clustering, but also includes the fast implementations of the algorithms above: the same three step pipeline I describe above still works even with the more simple algorithms to beat scikit-learn’s implementations. This crate can therefore receive Python bindings and even expand to the Web/JavaScript and beyond. This also gives me the oppertunity to add quality-of-life features to resolve grievances I’ve had to work around as a data scientist, such as model serialization and native integration with pandas/polars DataFrames. I hope this use case is considered to be more practical and complex than making a ball physics terminal app.

At least 55 Ghanaians have been killed in Russia’s war with Ukraine after being “lured into battle”, Ghana’s foreign minister has said after a visit to Kyiv in which officials raised the issue of Russian recruitment of African people.

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So it is that agar continues to be the jelly of choice in laboratories around the world. As Humm wrote in 1947: “Today, the most important product obtained from seaweeds is agar, a widely-used commodity but one that is not well known to the general public.” Almost 80 years later, it might be better known, but its importance hasn’t dwindled.

Ранее стало известно, что в связи с намерением Индии ради сотрудничества с США сократить закупки российской нефти отечественные поставщики вынуждены конкурировать с Ираном за право поставлять сырье частным нефтеперерабатывающим заводам (НПЗ) в Китае. Однако из-за ограниченного рынка (госпредприятия КНР избегают санкционной нефти) поставщикам приходится предлагать рекордные скидки. На этом фоне в январе нефтегазовые доходы федерального бюджета рухнули в два раза по сравнению с тем же периодом 2024 года.

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