diff --git a/Entrega.ipynb b/Entrega.ipynb index 27e614059fb71c2f1cff629f0dce1378a59d020d..5a63e45c5ab09c52c394f4c44edbae34a927aacd 100644 --- a/Entrega.ipynb +++ b/Entrega.ipynb @@ -55,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -82,16 +82,16 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7fd1caaa74e0>" + "<matplotlib.image.AxesImage at 0x7fcc0e506b70>" ] }, - "execution_count": 37, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, @@ -116,16 +116,16 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7fd1caa87c50>" + "<matplotlib.image.AxesImage at 0x7fcc0c5240f0>" ] }, - "execution_count": 38, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, @@ -162,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -193,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -230,16 +230,23 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 7, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.69402814 3.94656965 6.81159127 0.08975759]\n" + ] + }, { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fd1a36517b8>" + "<matplotlib.legend.Legend at 0x7fcbed4b3eb8>" ] }, - "execution_count": 118, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, @@ -281,6 +288,7 @@ "\n", "# gráficamos los resultados para evaluar el módelo visualmente. \n", "# best contiene los parametros que mejor ajustan una gausiana a los datos.\n", + "print(best)\n", "\n", "lum_model = func_gauss_1D(best,x)\n", "plt.xlabel('eje X')\n", @@ -313,7 +321,7 @@ }, { "cell_type": "code", - "execution_count": 153, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -454,7 +462,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -495,21 +503,21 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "def func_gauss_2D(params,x,y):\n", " '''Función Gaussiana en 2D\n", " params[0] = A\n", - " params[1] = sigmax\n", - " params[2] = x0\n", - " params[3] = C\n", - " params[4] = sigmay\n", - " params[5] = y0\n", + " params[1] = sigma \n", + " params[2] = C\n", + " params[3] = x0\n", + " params[4] = y0\n", " np.pi = numero pi\n", " '''\n", - " z = (params[0]*(np.exp(-(((x-params[2])**2)/(2*(params[1]**2)))+(((y-params[5])**2)/(2*(params[4]**2))))))+params[3]\n", + " # z = (params[0]*(np.exp(-(((x-params[2])**2)/(2*(params[1]**2)))+(((y-params[5])**2)/(2*(params[4]**2))))))+params[3]\n", + " z = (params[0]*np.exp(-(((x-params[3])**2)+(y-params[4])**2)/(2*(params[1])**2)))+params[2] \n", " return z\n", "\n", "\n", @@ -526,7 +534,7 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 53, "metadata": {}, "outputs": [ { @@ -535,13 +543,12 @@ "text": [ "5.050902399002348\n", "6.059618584074751\n", - "[8.16830368e-03 3.37714538e+01 8.87615354e+00 5.46438999e-01\n", - " 4.43257406e+00 1.20640785e+01]\n" + "[ 0.66249494 2.50524199 0.54581367 6.81035331 12.4162265 ]\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 432x432 with 1 Axes>" ] @@ -560,24 +567,33 @@ "y0 = int(max(y)+min(y))/2\n", "sigmax = std_prob(x,prob,x0)\n", "sigmay = std_prob(y,prob,y0)\n", + "sigma = sigmax*sigmay\n", "print(sigmax)\n", "print(sigmay)\n", "C = min(lum)\n", "'''\n", " params[0] = A\n", - " params[1] = sigmax\n", - " params[2] = x0\n", - " params[3] = C\n", - " params[4] = sigmay\n", - " params[5] = y0\n", + " params[1] = sigma \n", + " params[2] = C\n", + " params[3] = x0\n", + " params[4] = y0\n", "'''\n", - "p1 = [1,sigmax,x0,C,sigmay,y0]\n", - "best,suss = leastsq(Error_gauss_2D, p1, args=(x_array,y_array,lum_array))\n", - "print(best)\n", + "p1 = [A, sigma, C,x0,y0]\n", + "\n", + "best1= [1,1,1,1,1]\n", + "best1[0] = 0.9\n", + "best1[1] = 5\n", + "best1[2] = 0.2\n", + "best1[3] = 6.8\n", + "best1[4] = 12\n", "\n", - "lum_model = func_gauss_2D([0.5, 5.37714538e+01,8.87615354e+00,5.46438999e-01,\n", - " 6.43257406e+00,1.20640785e+01],x,y)\n", + "best,suss = leastsq(Error_gauss_2D, best1, args=(x,y,lum))\n", + "print(best)\n", + "best= best1\n", "\n", + "#lum_model = func_gauss_2D([1/6, 5.37714538e+01,8.87615354e+00,-0.3,\n", + " # 6.43257406e+00,1.20640785e+01],x,y)\n", + "lum_model = func_gauss_2D(best,x,y)\n", "\n", "fig = plt.figure(figsize=(6, 6))\n", "ax = fig.add_subplot(111, projection='3d')\n",