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?
固定收入族最能看到購買力被侵蝕。
Author(s): Jiachen Xie, Jianteng Wang, Xudong Rong, Dongdong Zhao, Enzuo Liu, Chunnian He, Chunshen Shi, Naiqin Zhao，这一点在同城约会中也有详细论述
If stock runs out, Walmart is also selling the Mega Charizard Y Tin at $44.90. If you go for either on Amazon, you’ll be getting the best price so far — as confirmed with price tracker camelcamelcamel (Charizard Y Tin and Charizard X Tin).
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Charles Clover, co-founder of conservation charity Blue Marine Foundation, said overfishing was a "crisis" that has been "ignored for too long".