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‎README.md‎

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| # | Exercise | Link | Solution |
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|---|----------|------|----------|
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| 1 | NumPy Intro: `ndarray` Basics | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/1__numpy_intro__ndarray_basics.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/1__numpy_intro__ndarray_basics__SOLUTION.ipynb) |
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| 2 | NumPy Linear Algebra: SVD Reconstruction | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/2__numpy_linear_algebra__svd_reconstruction.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/2__numpy_linear_algebra__svd_reconstruction__SOLUTION.ipynb) |
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| 3 | NumPy to CuPy: `ndarray` Basics | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/3__numpy_to_cupy__ndarray_basics.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/3__numpy_to_cupy__ndarray_basics__SOLUTION.ipynb) |
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| 4 | NumPy to CuPy: SVD Reconstruction | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/4__numpy_to_cupy__svd_reconstruction.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/4__numpy_to_cupy__svd_reconstruction__SOLUTION.ipynb) |
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| 5 | Memory Spaces: Power Iteration | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/5__memory_spaces__power_iteration.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/5__memory_spaces__power_iteration__SOLUTION.ipynb) |
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| 6 | Asynchrony: Power Iteration | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/6__asynchrony__power_iteration.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/6__asynchrony__power_iteration__SOLUTION.ipynb) |
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| 7 | Kernel Authoring: Copy | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/7__kernel_authoring__copy.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/7__kernel_authoring__copy__SOLUTION.ipynb) |
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| 1 | NumPy Intro: `ndarray` Basics | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/1__numpy_intro__ndarray_basics.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/solutions/1__numpy_intro__ndarray_basics__SOLUTION.ipynb) |
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| 2 | NumPy Linear Algebra: SVD Reconstruction | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/2__numpy_linear_algebra__svd_reconstruction.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/solutions/2__numpy_linear_algebra__svd_reconstruction__SOLUTION.ipynb) |
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| 3 | NumPy to CuPy: `ndarray` Basics | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/3__numpy_to_cupy__ndarray_basics.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/solutions/3__numpy_to_cupy__ndarray_basics__SOLUTION.ipynb) |
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| 4 | NumPy to CuPy: SVD Reconstruction | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/4__numpy_to_cupy__svd_reconstruction.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/solutions/4__numpy_to_cupy__svd_reconstruction__SOLUTION.ipynb) |
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| 5 | Memory Spaces: Power Iteration | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/5__memory_spaces__power_iteration.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/solutions/5__memory_spaces__power_iteration__SOLUTION.ipynb) |
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| 6 | Asynchrony: Power Iteration | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/6__asynchrony__power_iteration.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/solutions/6__asynchrony__power_iteration__SOLUTION.ipynb) |
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| 7 | Kernel Authoring: Copy | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/7__kernel_authoring__copy.ipynb) | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/solutions/7__kernel_authoring__copy__SOLUTION.ipynb) |
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| 8 | MPI | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyHPC/pyhpc-tutorial/blob/main/notebooks/8__mpi.ipynb) | |
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| 9.1 | `nvmath-python`: Interoperability with CPU and GPU tensor libraries | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/samaid/pyhpc-tutorial/blob/main/notebooks/9_1_nvmath-python_interop.ipynb) | |
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| 9.2 | `nvmath-python`: Kernel fusion | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/samaid/pyhpc-tutorial/blob/main/notebooks/9_2_nvmath-python_kernel_fusion.ipynb) | |

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