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?
New methods are needed to spot fake honey says Dr Juraj Majtán
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杜耀豪翻看的族谱上只有男性的名字，但养育他、影响他至深的，却是在历史惊涛中坚忍的女性，不仅有在德国鱼店工作三十年的母亲，还有在越南时期暗中守护家庭的外祖母。他从表姐那里听过一段记忆：夜晚熄灯后，家中的女人们躲在房间里悄悄数着金条、金粒与首饰，为未知的逃亡做准备。两人分享时，曾因其中的荒诞咯咯发笑，但笑声之下，是沉重的压力。“我知道男性在社会中倾向于发言，”他想，“但显然女性可能有更多的话要说。”，推荐阅读一键获取谷歌浏览器下载获取更多信息
Hansen said he hoped the mission would inspire the world.，推荐阅读同城约会获取更多信息