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‎README.html‎

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<li class="toctree-l3"><a class="reference internal" href="assignments/Assignment_1%3AHopfield_Networks/hopfield_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a></li>
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<li class="toctree-l2 has-children"><a class="reference internal" href="assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l3"><a class="reference internal" href="assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/sam_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="assignments/Assignment_3%3AContext_Maintenance_and_Retrieval_Model/README.html">Assignment 3: Context Maintenance and Retrieval (CMR)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="assignments/Assignment_4%3A_Laplace_Temporal_Context_Model/README.html">Assignment 4: Laplace Temporal Context Model (Laplace TCM)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="assignments/Final_Project/README.html">Final Project: Open-Ended Exploration of Memory Models</a></li>

‎_sources/assignments/Assignment_1:Hopfield_Networks/hopfield_assignment_template.ipynb‎

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"\n",
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"This notebook provides a suggested starter template for completing the [Hopfield network assignment](https://contextlab.github.io/memory-models-course/assignments/Assignment_1%3AHopfield_Networks/README.html).\n",
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"\n",
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"You should submit your assignment by uploading your completed notebook to [Canvas](https://canvas.dartmouth.edu/courses/71051/assignments/517353). Please ensure that your notebook runs without errors in [Google Colaborator](https://colab.research.google.com/)."
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"You should submit your assignment by uploading your completed notebook to [Canvas](https://canvas.dartmouth.edu/courses/71051/assignments/517353). Please ensure that your notebook runs without errors in [Google Colaboratory](https://colab.research.google.com/)."
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]
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},
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{

‎_sources/assignments/Assignment_2:Search_of_Associative_Memory_Model/sam_assignment_template.ipynb‎

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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"provenance": [],
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"include_colab_link": true
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"language_info": {
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"name": "python"
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}
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},
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "view-in-github",
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"colab_type": "text"
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"colab_type": "text",
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"id": "view-in-github"
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},
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"source": [
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"<a href=\"https://colab.research.google.com/github/ContextLab/memory-models-course/blob/main/content/Assignment_2%3ASearch_of_Associative_Memory_Model/sam_assignment_template.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Imports"
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],
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"# Submission Template\n",
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"\n",
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"This notebook provides a suggested starter template for completing the [SAM model assignment](https://contextlab.github.io/memory-models-course/assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/README.html).\n",
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"\n",
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"You should submit your assignment by uploading your completed notebook to [Canvas](https://canvas.dartmouth.edu/courses/71051/assignments/517354). Please ensure that your notebook runs without errors in [Google Colaboratory](https://colab.research.google.com/)."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "ZNp6i_sXKA8r"
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}
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},
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"source": [
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"Imports"
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]
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},
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{
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"cell_type": "code",
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},
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{
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"cell_type": "markdown",
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"source": [
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"Basic skeleton for the SAM model"
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],
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"metadata": {
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"id": "atpXuzOFKDSb"
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}
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},
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"source": [
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"Basic skeleton for the SAM model"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "PUXuEy_3-q3E"
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},
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"outputs": [],
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"source": [
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"class item(object):\n",
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" count = 0\n",
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" # - recall (given cue strength):\n",
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" # - if successful, reset m1_count and m2_count, set previous_recall to item, return sampled item\n",
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" # - otherwise increment m1_count or m2_count. if either exceed M_1/M2, return None"
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],
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"metadata": {
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"id": "PUXuEy_3-q3E"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "ipssh_MdXWF8"
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},
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"source": [
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"Other tasks:\n",
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" - Fit params to [Murdock (1962) dataset](https://memory.psych.upenn.edu/files/pubs/Murd62.data.tgz)\n",
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" - Fit params to [Murdock (1962) dataset](https://github.com/ContextLab/memory-models-course/tree/main/content/assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/Murd62%20data)\n",
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" - Need to define a \"loss\" function. I suggest computing MSE for one or more behavioral curves, computed for a subset of the Murdock (1962) participants/lists\n",
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" - I suggest using [scipy.optimize.minimize](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html) to estimate the model parameters.\n",
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" - Create observed/predicted plots for held-out data:\n",
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" - p(first recall)\n",
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" - p(recall)\n",
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" - lag-CRP"
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],
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"metadata": {
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"id": "ipssh_MdXWF8"
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}
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]
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}
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]
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}
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],
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"metadata": {
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"colab": {
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"include_colab_link": true,
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"provenance": []
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},
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"kernelspec": {
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"display_name": "Python 3",
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"name": "python3"
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},
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"language_info": {
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"name": "python"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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}

‎admin/syllabus.html‎

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<li class="toctree-l3"><a class="reference internal" href="../assignments/Assignment_1%3AHopfield_Networks/hopfield_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="../assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a></li>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l3"><a class="reference internal" href="../assignments/Assignment_2%3ASearch_of_Associative_Memory_Model/sam_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="../assignments/Assignment_3%3AContext_Maintenance_and_Retrieval_Model/README.html">Assignment 3: Context Maintenance and Retrieval (CMR)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../assignments/Assignment_4%3A_Laplace_Temporal_Context_Model/README.html">Assignment 4: Laplace Temporal Context Model (Laplace TCM)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../assignments/Final_Project/README.html">Final Project: Open-Ended Exploration of Memory Models</a></li>

‎assignments/Assignment_1:Hopfield_Networks/README.html‎

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<li class="toctree-l3"><a class="reference internal" href="hopfield_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a></li>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l3"><a class="reference internal" href="../Assignment_2%3ASearch_of_Associative_Memory_Model/sam_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_3%3AContext_Maintenance_and_Retrieval_Model/README.html">Assignment 3: Context Maintenance and Retrieval (CMR)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_4%3A_Laplace_Temporal_Context_Model/README.html">Assignment 4: Laplace Temporal Context Model (Laplace TCM)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../Final_Project/README.html">Final Project: Open-Ended Exploration of Memory Models</a></li>

‎assignments/Assignment_1:Hopfield_Networks/hopfield_assignment_template.html‎

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<li class="toctree-l3 current active"><a class="current reference internal" href="#">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a></li>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../Assignment_2%3ASearch_of_Associative_Memory_Model/README.html">Assignment 2: Search of Associative Memory (SAM) Model</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l3"><a class="reference internal" href="../Assignment_2%3ASearch_of_Associative_Memory_Model/sam_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_3%3AContext_Maintenance_and_Retrieval_Model/README.html">Assignment 3: Context Maintenance and Retrieval (CMR)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_4%3A_Laplace_Temporal_Context_Model/README.html">Assignment 4: Laplace Temporal Context Model (Laplace TCM)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../Final_Project/README.html">Final Project: Open-Ended Exploration of Memory Models</a></li>
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<section class="tex2jax_ignore mathjax_ignore" id="submission-template">
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<h1>Submission Template<a class="headerlink" href="#submission-template" title="Link to this heading">#</a></h1>
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<p>This notebook provides a suggested starter template for completing the <a class="reference external" href="https://contextlab.github.io/memory-models-course/assignments/Assignment_1%3AHopfield_Networks/README.html">Hopfield network assignment</a>.</p>
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<p>You should submit your assignment by uploading your completed notebook to <a class="reference external" href="https://canvas.dartmouth.edu/courses/71051/assignments/517353">Canvas</a>. Please ensure that your notebook runs without errors in <a class="reference external" href="https://colab.research.google.com/">Google Colaborator</a>.</p>
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<p>You should submit your assignment by uploading your completed notebook to <a class="reference external" href="https://canvas.dartmouth.edu/courses/71051/assignments/517353">Canvas</a>. Please ensure that your notebook runs without errors in <a class="reference external" href="https://colab.research.google.com/">Google Colaboratory</a>.</p>
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<section id="setup">
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<h2>Setup<a class="headerlink" href="#setup" title="Link to this heading">#</a></h2>
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<p>Import necessary libraries and define helper functions.</p>

‎assignments/Assignment_2:Search_of_Associative_Memory_Model/README.html‎

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<script>DOCUMENTATION_OPTIONS.pagename = 'assignments/Assignment_2:Search_of_Associative_Memory_Model/README';</script>
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<link rel="index" title="Index" href="../../genindex.html" />
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<link rel="search" title="Search" href="../../search.html" />
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<link rel="next" title="Assignment 3: Context Maintenance and Retrieval (CMR)" href="../Assignment_3%3AContext_Maintenance_and_Retrieval_Model/README.html" />
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<link rel="next" title="Submission Template" href="sam_assignment_template.html" />
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<link rel="prev" title="Submission Template" href="../Assignment_1%3AHopfield_Networks/hopfield_assignment_template.html" />
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<meta name="docsearch:language" content="en"/>
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<li class="toctree-l3"><a class="reference internal" href="../Assignment_1%3AHopfield_Networks/hopfield_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2 current active"><a class="current reference internal" href="#">Assignment 2: Search of Associative Memory (SAM) Model</a></li>
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<li class="toctree-l2 current active has-children"><a class="current reference internal" href="#">Assignment 2: Search of Associative Memory (SAM) Model</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l3"><a class="reference internal" href="sam_assignment_template.html">Submission Template</a></li>
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</ul>
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</details></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_3%3AContext_Maintenance_and_Retrieval_Model/README.html">Assignment 3: Context Maintenance and Retrieval (CMR)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../Assignment_4%3A_Laplace_Temporal_Context_Model/README.html">Assignment 4: Laplace Temporal Context Model (Laplace TCM)</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../Final_Project/README.html">Final Project: Open-Ended Exploration of Memory Models</a></li>
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<p>Good luck, and happy modeling!</p>
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</section>
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<div class="toctree-wrapper compound">
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</div>
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href="../Assignment_3%3AContext_Maintenance_and_Retrieval_Model/README.html"
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href="sam_assignment_template.html"
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title="next page">
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<div class="prev-next-info">
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<p class="prev-next-subtitle">next</p>
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<p class="prev-next-title">Assignment 3: Context Maintenance and Retrieval (CMR)</p>
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<p class="prev-next-title">Submission Template</p>
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