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.
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在 Anthropic 这篇博客发出的几天前，美国国防部刚刚威胁 Anthropic 配合提供「不受限制的使用权限」，否则就将做出对后者不利的安排，比如将其标记为「供应链危险」，也即无法进入国防/政府供应商名单。
四是始终坚持开发式方针。开发式帮扶是中国特色减贫道路的鲜明特征。实践证明，对于贫困群众而言，只有掌握一门技能，只有投身发展特色优势产业，只有依靠自己努力奋斗，才能够牢牢掌握幸福生活的“金钥匙”。中国的减贫实践表明，唯有实行开发式帮扶，激发内生动力，改善发展条件，增强发展能力，实现由“输血式”扶贫向“造血式”帮扶转变，才能真正消除贫困根源。