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Process tutorial notebooks
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actions-user committed Dec 20, 2023
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2 changes: 1 addition & 1 deletion tutorials/Bonus_Autoencoders/Bonus_Tutorial1.ipynb
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.17"
"version": "3.9.18"
}
},
"nbformat": 4,
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"\n",
"The primary task is to reconstruct output images based on a compressed representation of the inputs. This task teaches the network which details to throw away while still producing images that are similar to the inputs.\n",
"\n",
" \n",
"\n",
"A fictitious *MNIST cognitive task* bundles more elaborate tasks such as removing noise from images, guessing occluded parts, and recovering original image orientation. We use the handwritten digits from the MNIST dataset since it is easier to identify similar images or issues with reconstructions than in other types of data, such as spiking data time series.\n",
"\n",
" \n",
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.17"
"version": "3.9.18"
}
},
"nbformat": 4,
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6 changes: 2 additions & 4 deletions tutorials/Bonus_Autoencoders/student/Bonus_Tutorial1.ipynb
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Expand Up @@ -46,8 +46,6 @@
"\n",
"The primary task is to reconstruct output images based on a compressed representation of the inputs. This task teaches the network which details to throw away while still producing images that are similar to the inputs.\n",
"\n",
" \n",
"\n",
"A fictitious *MNIST cognitive task* bundles more elaborate tasks such as removing noise from images, guessing occluded parts, and recovering original image orientation. We use the handwritten digits from the MNIST dataset since it is easier to identify similar images or issues with reconstructions than in other types of data, such as spiking data time series.\n",
"\n",
" \n",
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"\n",
"*Example output:*\n",
"\n",
"<img alt='Solution hint' align='left' width=1127.0 height=578.0 src=https://raw.githubusercontent.com/NeuromatchAcademy/course-content/main/tutorials/Bonus_Autoencoders/static/Bonus_Tutorial1_Solution_c05ddd88_0.png>\n",
"<img alt='Solution hint' align='left' width=1132.0 height=575.0 src=https://raw.githubusercontent.com/NeuromatchAcademy/course-content/main/tutorials/Bonus_Autoencoders/static/Bonus_Tutorial1_Solution_c05ddd88_0.png>\n",
"\n"
]
},
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.17"
"version": "3.9.18"
}
},
"nbformat": 4,
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