{
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### **Course**: BIO-341 [_Dynamical systems in biology_](https://moodle.epfl.ch/course/info.php?id=14291)\n",
    "\n",
    "**Professor**: _Julian Shillcock_ & _Felix Naef_\n",
    "\n",
    "SSV, BA5, 2025\n",
    "\n",
    "Note that this document is primarily aimed at being consulted as a Jupyter notebook, the PDF rendering being not optimal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/vq/knfnd3fs6x19mn5xcw685flr0000gq/T/ipykernel_10015/1896525300.py:6: DeprecationWarning: `set_matplotlib_formats` is deprecated since IPython 7.23, directly use `matplotlib_inline.backend_inline.set_matplotlib_formats()`\n",
      "  set_matplotlib_formats('png', 'pdf')\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from ipywidgets import interact\n",
    "from scipy.integrate import odeint\n",
    "from IPython.display import set_matplotlib_formats\n",
    "set_matplotlib_formats('png', 'pdf')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Biochemical circuits based on reciprocal feedback"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The goal is to study two different genetic network architectures that are related to the one described in “Construction of a genetic toggle switch in E.Coli” (Gardner, Cantor and Collins et al.  Nature, 2000). This paper discusses a model based on reciprocal negative feedback inhibition. Here, we first ask you to consider\n",
    "positive feedbacks and then a combination of both positive and negative feedbacks."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## A genetic toggle switch based on reciprocal positive feedback"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**1) Read the paper “Construction of a genetic toggle switch in E. Coli” on moodle (“Nature2000.pdf”).**\n",
    "\n",
    "**2) Describe the meaning of each interaction, represented as arrows in Figure 1 in the paper.**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 2) The arrows from the genes (Repressor 1 and 2) to the corresponding promoters denote transcriptional repression. Inducers 1 and 2 inhibit the repression, thus promote the expression of the repressors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's look at the equations: \n",
    "\n",
    "$$ \\binom{\\dot{u}}{\\dot{v}}= \\binom{\\frac{\\alpha_{1}}{1+v^{\\beta}} -u}{  \\frac{\\alpha_{2}}{1+u^{\\gamma}} -v} \\,\\, \\quad(Model\\,\\, 1) $$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**3) What are the degradation rates for $u$ and $v$ ?**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 3) The relative degradation rates are 1 for both, since there are no constants in front of the minus signs."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**4) What is the meaning of the parameters $\\beta$ and  $\\gamma$?**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 4) These are the cooperativity coefficients. They are directly linked to the number of binding sites for the proteins on the promoters."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**5) Where do the terms $\\frac{1}{1+v^{\\beta}}$ and $\\frac{1}{1+u^{\\gamma}}$ come from? What is the meaning of the “$1+$” in the denominator?**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    ">5) The terms $\\frac{1}{1+v^{\\beta}}$ and $\\frac{1}{1+u^{\\gamma}}$ indicate that the production rate is proportional to the **unoccupied** fraction of the promoter, since an occupied promoter would mean repression. The “$1+$” is related to the binding constant describing the association between proteins and DNA. From notation of Chapter 2, $K = \\frac{k_{-1}}{k_{1}} = 1$ here."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**6) Write a model (Model 2) representing a pair of reciprocal\n",
    "\t\t*activators*. Use the variables $u,v$ and write down the production and degradation terms as in Model 1. Suppose that the activating mechanism is similar to the autocatalytic switch. Namely, the production rate is proportional to the $\\underline{occupied}$ $\\underline{fraction}$ of the promoter, and suppose that the promoter has *two binding sites* for proteins. *Hint*:\n",
    "\t\tWrite a simple model that is similar to Model 1. Do not introduce any additional parameters.**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> **6)** Considering that the production rate is proportional to the occupied fraction of the promoter, the simplest model is the following:  \n",
    "\n",
    "$$\n",
    "\\begin{pmatrix}\n",
    "\\dot{u} \\\\\n",
    "\\dot{v}\n",
    "\\end{pmatrix}\n",
    "=\n",
    "\\begin{pmatrix}\n",
    "\\alpha_{1}\\dfrac{v^{2}}{1+v^{2}} - u \\\\\n",
    "\\alpha_{2}\\dfrac{u^{2}}{1+u^{2}} - v\n",
    "\\end{pmatrix}\n",
    "$$\n",
    "\n",
    "The occupied fraction of the promoter is $P_{B} = (1 - P_{F})$, where $P_{F}$ is the unoccupied fraction we saw in the previous questions.  \n",
    "Thus,\n",
    "\n",
    "$$\n",
    "P_{B} = 1 - \\frac{1}{1 + v^{2}} = \\frac{v^{2}}{1 + v^{2}}.\n",
    "$$\n",
    "\n",
    "The exponent $2$ reflects the two binding sites. This first part of the equation describes the **production rate**.  \n",
    "You can also find the production terms by considering the simplified chemical reaction  \n",
    "$2v + P_{F} \\leftrightarrow P_{B}$  \n",
    "at equilibrium (assuming the reaction is fast).  \n",
    "\n",
    "At steady state, we have  \n",
    "$0 = k_{1}v^{2}P_{F} - k_{-1}P_{B}$.  \n",
    "Setting $\\dfrac{k_{-1}}{k_{1}} = 1$ as in Model 1, this leads to  \n",
    "$P_{B} = \\dfrac{v^{2}}{1 + v^{2}}$.  \n",
    "\n",
    "The second part describes the **degradation rate**. As in Model 1, we suggest a simple first-order decay reaction.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**7) Calculate by hand the Jacobian (in terms of the model parameters) of Model 2 and analyze the stability of the fixed point at $(0,0)$.**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> **7)** The Jacobian of the system is given by:  \n",
    "\n",
    "$$\n",
    "J =\n",
    "\\begin{pmatrix}\n",
    "-1 & \\alpha_{1}\\dfrac{2v}{(v^{2}+1)^{2}} \\\\\n",
    "\\alpha_{2}\\dfrac{2u}{(u^{2}+1)^{2}} & -1\n",
    "\\end{pmatrix}\n",
    "$$\n",
    "\n",
    "At the fixed point $(0,0)$ the off-diagonal entries vanish, so\n",
    "\n",
    "$$\n",
    "J(0,0) =\n",
    "\\begin{pmatrix}\n",
    "-1 & 0 \\\\\n",
    "0 & -1\n",
    "\\end{pmatrix}.\n",
    "$$\n",
    "\n",
    "Hence the trace is $\\tau = -1 + (-1) = -2$, the determinant is $\\Delta = (-1)(-1) - 0\\cdot0 = 1$, and\n",
    "$$\n",
    "\\tau^{2} - 4\\Delta = (-2)^{2} - 4\\cdot 1 = 4 - 4 = 0.\n",
    "$$\n",
    "\n",
    "Therefore the fixed point $(0,0)$ is a **stable star node**.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**8) Sketch the nullclines and discuss (in words) under which conditions the system has 3 fixed points, vary $\\alpha_1$ and $\\alpha_2$ but for now impose $\\alpha_1=\\alpha_2=\\alpha$**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 8) The two nullclines are given by $u=\\frac{\\alpha_{1}v^2}{v^{2}+1}$ and $v=\\frac{\\alpha_{2}u^{2}}{u^{2}+1}$. In the simplest case, $(\\alpha_{1}=\\alpha_{2})$, the two nullclines cross each other 3 times when $\\alpha >2$ as we can find by imposing u = v and looking at the resulting cubic equation. In the asymmetric case, $(\\alpha_{1}\\neq\\alpha_{2})$, it is much more difficult to find an analytical condition, therefore we will limit ourselves to a qualitative condition. If $\\alpha_{1}$ is small, $\\alpha_{2}$ needs to be large enough to have 3 fixed points.\t"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
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",
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d33fe4fd257b4398a64ecbaf9c103cb5",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=2.0, description='alpha1', max=5.0, step=0.01), FloatSlider(value=2.0,…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<function __main__.f(alpha1, alpha2)>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# play with the alphas\n",
    "def f(alpha1, alpha2):\n",
    "    v1=np.arange(0,5,0.01)\n",
    "    u1=alpha1*v1**2/(v1**2+1)\n",
    "    u2=np.arange(0,5,0.01)\n",
    "    v2=alpha2*u2**2/(u2**2+1)\n",
    "    plt.figure(figsize=(7,7))\n",
    "    plt.plot(u1,v1,'r', label='u nullcline')\n",
    "    plt.plot(u2,v2,'b', label='v nullcline')\n",
    "    plt.legend()\n",
    "    plt.axis('scaled')\n",
    "    plt.xlabel('u')\n",
    "    plt.ylabel('v')\n",
    "    plt.title('nullclines on the phase portrait')\n",
    "    plt.show()\n",
    "    \n",
    "interact(f, alpha1 = (0,5,0.01), alpha2 = (0,5,0.01))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**We will now determine when the system is bistable (two stable fixed points). Combine the two nullclines (elimination of $v$) to get a function $f(u)$ of a single variable such that fixed points correspond to the zeros of this function: $f(u^*)=0$. First look at the symmetric case when $\\alpha_{1}=\\alpha_{2}$ (so $u^*=v^*$).**\n",
    "\n",
    "**9) How many fixed points does the system have for different $\\alpha$?**\n",
    "\n",
    "**10) Do you think it is also possible to find the zeros analytically for the non-symmetric case?**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 9) In the symmetric case, you can find the limit value of $\\alpha$ so that the two nullclines cross each other 3 times by setting $u=v, \\alpha_{1}=\\alpha_{2}=\\alpha$: $u=\\alpha\\left(\\frac{u^2}{u^2 +1}\\right) \\rightarrow u(u^2 - \\alpha u + 1)=0$. \n",
    "\n",
    "> 10) In the asymmetric case, you can obtain a function $f(u)$ of a single variable by substituting $v$ into $u$ and solving for $u$. $u=\\frac{\\alpha_{1}v^{2}}{v^{2} + 1}, v^{2} =\\left(\\frac{\\alpha_{2}u^{2}}{u^{2}+1}\\right)^{2} \\rightarrow (\\alpha_{2}^{2} +1)u^{5} - (\\alpha_{1}\\alpha_{2}^2)u^4 + 2u^3 + u=0$. It is however very impractical to solve a general 4th degree order polynomial (there is one trivial solution in our fifth order polynomial: $u^*=0$ so then we'd \"only\" need to solve the fourth order polynomyal), see https://en.wikipedia.org/wiki/Quartic_function, section Solution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/pdf": 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",
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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# nullclines for alpha=1.5\n",
    "\n",
    "alpha=1.5\n",
    "\n",
    "alpha1=alpha\n",
    "alpha2=alpha\n",
    "\n",
    "v1=np.arange(0,5,0.01)\n",
    "u1=alpha1*v1**2/(v1**2+1)\n",
    "\n",
    "u2=np.arange(0,5,0.01)\n",
    "v2=alpha2*u2**2/(u2**2+1)\n",
    "\n",
    "plt.figure(figsize=(7,7))\n",
    "plt.plot(u1,v1,'r', label='u nullcline')\n",
    "plt.plot(u2,v2,'b', label='v nullcline')\n",
    "plt.legend()\n",
    "plt.axis('scaled')\n",
    "plt.xlabel('u')\n",
    "plt.ylabel('v')\n",
    "plt.title('nullclines on the phase portrait in the symmetric case, alpha = 1.5')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/pdf": 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",
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# nullclines for alpha=2.7\n",
    "\n",
    "alpha=2.7 # plug here other values you may want to explore and see how the qualitative behavior changes\n",
    "\n",
    "alpha1=alpha\n",
    "alpha2=alpha\n",
    "\n",
    "v1=np.arange(0,5,0.01)\n",
    "u1=alpha1*v1**2/(v1**2+1)\n",
    "\n",
    "u2=np.arange(0,5,0.01)\n",
    "v2=alpha2*u2**2/(u2**2+1)\n",
    "\n",
    "plt.figure(figsize=(7,7))\n",
    "plt.plot(u1,v1,'r', label='u nullcline')\n",
    "plt.plot(u2,v2,'b', label='v nullcline')\n",
    "plt.legend()\n",
    "plt.axis('scaled')\n",
    "plt.xlabel('u')\n",
    "plt.ylabel('v')\n",
    "plt.title('nullclines on the phase portrait in the symmetric case, alpha = 1.5')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**11) Compute the stability of the fixed points for the symmetric case, for different values of $\\alpha$, both $\\alpha_{1}=\\alpha_{2} >2$ and $\\alpha_{1}=\\alpha_{2} <2$**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 11) For example:\n",
    "\t\t\t\tWhen $\\alpha_1=\\alpha_2=1.5$, there is only one stable fixed point at $x_{1}^{*}=(0,0)$.\n",
    "\t\t\t\tWhen $\\alpha_1=\\alpha_2=3$, there are 3 fixed points: $x_{1}^{*}=(0,0), x_{2}^{*}=(0.38,0.38)$ and $x_{3}^{*}=(2.62,2.62)$. In this case, the system is bistable since $x_{1}^{*}$ and $x_{3}^{*}$ are stable. The $x_{2}^{*}$  is a saddle fixed point : $\\tau = -2<0,\\Delta = -2.05<0$ and $\\tau^{2} -4\\Delta >0$. The $x_{3}^{*}$ fixed point is stable : $\\tau = -2<0,\\Delta = 0.94>0$ and $\\tau^{2} -4\\Delta >0$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**12) Study the phase portrait for Model 2 in the two symmetric cases $\\alpha_{1}=\\alpha_{2} >2$ and $\\alpha_{1}=\\alpha_{2} <2$**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# define our system of differential equations\n",
    "\n",
    "def model2(s,t, alpha):\n",
    "    u,v=s\n",
    "    u_dot=alpha*v**2/(v**2+1)-u\n",
    "    v_dot=alpha*u**2/(u**2+1)-v\n",
    "    return u_dot, v_dot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# initial conditions and time step\n",
    "\n",
    "l_X0 = []\n",
    "for x in [0,5]:\n",
    "    for y in np.linspace(0,5,5,endpoint = True):\n",
    "        l_X0.append((x,y))\n",
    "for y in [0,5]:\n",
    "    for x in np.linspace(0,5,5,endpoint = True):\n",
    "        l_X0.append((x,y))        \n",
    "\n",
    "t_init = 0\n",
    "t_final = 10\n",
    "n_steps = t_final*20\n",
    "dt = t_final / n_steps\n",
    "t = np.linspace(t_init, t_final, n_steps)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# case alpha=1.5\n",
    "# nullclines\n",
    "\n",
    "alpha=1.5\n",
    "alpha1=alpha\n",
    "alpha2=alpha\n",
    "v1=np.arange(0,5,0.01)\n",
    "u1=alpha1*v1**2/(v1**2+1)\n",
    "u2=np.arange(0,5,0.01)\n",
    "v2=alpha2*u2**2/(u2**2+1)\n",
    "\n",
    "# vector field\n",
    "uq=np.arange(0.1,5.1,0.4)\n",
    "up, vp=np.meshgrid(uq,uq)\n",
    "du, dv= model2([up, vp],t,alpha)\n",
    "du, dv=du/np.sqrt(du**2+dv**2), dv/np.sqrt(du**2+dv**2)\n",
    "\n",
    "# trajectories\n",
    "plt.figure(figsize=(7,7))\n",
    "for X0 in l_X0:\n",
    "    sol = odeint(model2, X0, t, args=(alpha,))\n",
    "    plt.plot(sol[:,0],sol[:,1],'g')\n",
    "    \n",
    "plt.plot(sol[:,0],sol[:,1],'g',label='trajectories' )\n",
    "plt.plot(u1,v1,'r', label='u nullcline')\n",
    "plt.plot(u2,v2,'b', label='v nullcline')\n",
    "plt.quiver(up,vp,du,dv)\n",
    "plt.axis('scaled')\n",
    "plt.xlim(0,5)\n",
    "plt.ylim(0,5)\n",
    "plt.xlabel('u')\n",
    "plt.ylabel('v')\n",
    "plt.title('alpha=1.5 phase portrait')\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/pdf": 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",
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# case alpha=2.7\n",
    "# nullclines\n",
    "\n",
    "alpha=2.7\n",
    "alpha1=alpha\n",
    "alpha2=alpha\n",
    "v1=np.arange(0,5,0.01)\n",
    "u1=alpha1*v1**2/(v1**2+1)\n",
    "u2=np.arange(0,5,0.01)\n",
    "v2=alpha2*u2**2/(u2**2+1)\n",
    "\n",
    "# vector field\n",
    "uq=np.arange(0.1,5.1,0.4)\n",
    "up, vp=np.meshgrid(uq,uq)\n",
    "du, dv= model2([up, vp],t,alpha)\n",
    "du, dv=du/np.sqrt(du**2+dv**2+0.000001), dv/np.sqrt(du**2+dv**2+0.000001)\n",
    "\n",
    "# trajectories\n",
    "plt.figure(figsize=(7,7))\n",
    "for X0 in l_X0:\n",
    "    sol = odeint(model2, X0, t, args=(alpha,))\n",
    "    plt.plot(sol[:,0],sol[:,1],'g')\n",
    "    \n",
    "plt.plot(sol[:,0],sol[:,1],'g',label='trajectories' )\n",
    "plt.plot(u1,v1,'r', label='u nullcline')\n",
    "plt.plot(u2,v2,'b', label='v nullcline')\n",
    "plt.quiver(up,vp,du,dv)\n",
    "plt.axis('scaled')\n",
    "plt.xlim(0,5)\n",
    "plt.ylim(0,5)\n",
    "plt.xlabel('u')\n",
    "plt.ylabel('v')\n",
    "plt.title('alpha=2.7 phase portrait')\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You could also try out the libraries ipywidgets or bokeh to interact with plots, eg, showing how the plot changes as you change alpha. Maybe ask ChatGPT for help!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  },
  "widgets": {
   "state": {
    "37136cb5b79e4494931dff6dfd168428": {
     "views": [
      {
       "cell_index": 33
      }
     ]
    },
    "39c17ef237764e28b3052d35d050f23f": {
     "views": [
      {
       "cell_index": 25
      }
     ]
    },
    "c22241d36a014f08853721208bf13f0d": {
     "views": [
      {
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      }
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   },
   "version": "1.2.0"
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 },
 "nbformat": 4,
 "nbformat_minor": 4
}
