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?
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Ранее миллиардер, основатель корпорации Microsoft Билл Гейтс признался, что, будучи женатым, заводил романы, в том числе с русскими женщинами, а также извинился перед сотрудниками своего фонда за связь со скандально известным финансистом Джеффри Эпштейном.
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The blocks are linked together to create a history.
Жители Санкт-Петербурга устроили «крысогон»17:52。业内人士推荐夫子作为进阶阅读