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2024年10月2日
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Regression is a statistical technique that relates a dependent variable to one or more independent variables. A regression model is able to show wheth 阅读全文
2024年9月30日
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Jupyter Extension is needed for connecting Jupyter lab server. Install the Jupyter Extension: Start a Jupyter lab server: (zpytorch) zzh@ZZHPC:/zdata/ 阅读全文
2024年9月29日
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%reload_ext autoreload %autoreload 2 以上代码只需执行一次。 对已import的方法做修改,修改的内容直接生效,不需要重新import。 新增的方法需要import才能使用,import之后之前定义的类对象可以使用这个新方法。 在一个module中删除一个方法,即 阅读全文
2024年9月28日
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Searched 'def seed(' in the source code: There is one definition of the seed() method in interface class RandomState: The implementation of the seed() 阅读全文
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Gradient descent is an iterative technique commonly used in machine learning and deep learning to find the best possible set of parameters / coefficie 阅读全文
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https://pytorch.org/get-started/locally/ zzh@ZZHPC:~/zd/Github$ python -m venv zpytorch (venv创建后不能移动到别的地方,移动到别的地方后虽然仍能activate,但activate之后python和pip也不 阅读全文
2024年9月27日
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The NVIDIA CUDA Deep Neural Network library (cuDNN) is a GPU-accelerated library of primitives for deep neural networks. cuDNN provides highly tuned i 阅读全文
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To find if any broken packages are there: sudo dpkg -l | grep "^iU" To remove broken packages any of two commands will help: sudo apt-get -f install s 阅读全文
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CUDA, which stands for Compute Unified Device Architecture, is a parallel computing platform and application programming interface (API) model created 阅读全文
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This article takes you step-by-step to enable your GPU machine for any kind of development tasks, especially for machine learning and data science. Wh 阅读全文
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