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    "# [NTDS'17] assignment 4: feedback\n",
    "[ntds'17]: https://github.com/mdeff/ntds_2017\n",
    "\n",
    "[Michaël Defferrard](http://deff.ch), [Effrosyni Simou](https://lts4.epfl.ch/simou), [Hermina Petric Maretić](https://people.epfl.ch/hermina.petricmaretic), EPFL [LTS2](https://lts2.epfl.ch) & [LTS4](https://lts4.epfl.ch)"
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   "source": [
    "The following grading scheme was followed for the correction of the fourth assignment, on a total of 100 points.\n",
    "\n",
    "### 1 Compute the Laplacian with the PyGSP (5 points)\n",
    "### 2 Fourier from combinatorial or normalized Laplacian (10 points)\n",
    "### 3 Laplacian eigenmaps (10 points)\n",
    "\n",
    "## Filter localization\n",
    "\n",
    "### 4 Localized kernel expression (15 points)\n",
    "### 5 Localized kernel implementation (10 points)\n",
    "### 6 Smooth signal question (5 points)\n",
    "### 7 Signals in Fourier (10 points)\n",
    "\n",
    "## Transductive learning\n",
    "\n",
    "### 8 Solution of the optimization problem (15 points)\n",
    "### 9 Implementation of the solution (15 points)\n",
    "### 10 Accuracy vs. quantity of labeled data (5 points)"
   ]
  }
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