As a data scientist, I’ve been frustrated that there haven’t been any impactful new Python data science tools released in the past few years other than polars. Unsurprisingly, research into AI and LLMs has subsumed traditional DS research, where developments such as text embeddings have had extremely valuable gains for typical data science natural language processing tasks. The traditional machine learning algorithms are still valuable, but no one has invented Gradient Boosted Decision Trees 2: Electric Boogaloo. Additionally, as a data scientist in San Francisco I am legally required to use a MacBook, but there haven’t been data science utilities that actually use the GPU in an Apple Silicon MacBook as they don’t support its Metal API; data science tooling is exclusively in CUDA for NVIDIA GPUs. What if agents could now port these algorithms to a) run on Rust with Python bindings for its speed benefits and b) run on GPUs without complex dependencies?
Может ли Россия помочь в урегулировании конфликта?Макаревич напомнил, что Катар, Турция и Саудовская Аравия выступают посредниками, однако конфликт слишком сложно урегулировать: «Этот спор не может быть решен только двумя странами. Но и любая третья сторона по итогу сталкивается с претензиями».
。关于这个话题，heLLoword翻译官方下载提供了深入分析
Josh Feldberg, who lives in London, started using Reddit about 14 years ago. "I started using it because I have ADHD - I didn't get a proper diagnosis for years - and then a friend said they sometimes share resources on there."
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Екатерина Улитина (Редактор отдела «Забота о себе»)