From ddd2241a0e945458df00bd3bd871cf088961dba2 Mon Sep 17 00:00:00 2001 From: xadupre Date: Sun, 20 Oct 2024 19:44:15 +0200 Subject: [PATCH 1/8] First proposal for the exam --- _doc/practice/exams.rst | 4 +- _doc/practice/exams/td_note_2024.ipynb | 434 +++++++++++++++++++++++++ pyproject.toml | 7 +- teachpyx/tools/blockdiag_helper.py | 3 +- 4 files changed, 445 insertions(+), 3 deletions(-) create mode 100644 _doc/practice/exams/td_note_2024.ipynb diff --git a/_doc/practice/exams.rst b/_doc/practice/exams.rst index 776d5f4..570f510 100644 --- a/_doc/practice/exams.rst +++ b/_doc/practice/exams.rst @@ -3,7 +3,8 @@ Exercices minutés ================= Ces exercices ont été proposés pour examens d'évaluation. -Il est recommandé de savoir les faire en moins de deux heures. +Il est recommandé de savoir les faire en moins de deux heures pour les premiers +et une heure et demie pour les derniers. .. _l-examens-notes: @@ -64,6 +65,7 @@ Corrections exams/td_note_2023 exams/td_note_2023-2024 exams/td_note_2023-2024_rattrapage + exams/td_note_2024 Exercices courts ================ diff --git a/_doc/practice/exams/td_note_2024.ipynb b/_doc/practice/exams/td_note_2024.ipynb new file mode 100644 index 0000000..23ba987 --- /dev/null +++ b/_doc/practice/exams/td_note_2024.ipynb @@ -0,0 +1,434 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1A - Enoncé 6 novembre 2024\n", + "\n", + "Correction de l'examen du 6 novembre 2024.\n", + "\n", + "Toutes les questions valent 2 points." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Aparté dessin\n", + "\n", + "Cette partie ne fait pas partie de l'énoncé." + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 100, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "def dessin(n=4):\n", + " fig, ax = plt.subplots(1, 1, figsize=(3, 3))\n", + " ax.plot([-1, n + 1], [-1, n + 1], \"w\", linewidth=1)\n", + " for i in range(0, n + 1):\n", + " ax.plot([i, i], [0, n], \"b-\", linewidth=4)\n", + " ax.plot([0, n], [i, i], \"b-\", linewidth=4)\n", + " ax.plot([-1, 0], [n + 1, n], \"ro-\", linewidth=4, ms=8)\n", + " ax.text(0, n + 0.1, \"A\", fontsize=20)\n", + " ax.get_xaxis().set_visible(False)\n", + " ax.get_yaxis().set_visible(False)\n", + " fig.patch.set_visible(False)\n", + " return ax\n", + "\n", + "\n", + "dessin()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 1 : optimization\n", + "\n", + "25 maisons sont positionnées aux 25 intersections de ce quadrillage. Le courant (rouge) arrive à un angle du carrée (point A). Il faut relier chaque maison au courant pour un coût minimal. Pour cela il faut tirer un câble entre chaque intersection au point A. Les câbles ne peuvent passer que par les routes (les lignes du quadrillage), pas de diagonales donc.\n", + "\n", + "\n", + "### Q1 : implémenter une fonction qui calcule la distance L1\n", + "\n", + "$d(x_1,y_1,x_2,y_2) = |x_1 - x_2| + |y_1 - y_2|$" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": {}, + "outputs": [], + "source": [ + "def distance(x1, y1, x2, y2):\n", + " return abs(x1 - x2) + abs(y1 - y2)\n", + "\n", + "\n", + "assert distance(0, 0, 3, 4) == 7" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q2: calculer la longueur de câble pour relier les 25 maisons.\n", + "\n", + "Il y a deux façons de faire cela, une façon gloutonne ou une autre plus rapide mais qui nécessite d'utiliser une série des sommes de Gauss : la somme est $n$ premiers entiers est $\\frac{n(n+1)}{2}$. On considère la façon gloutonne d'abord." + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [], + "source": [ + "def longueur_cable(n=5):\n", + " total = 0\n", + " for i in range(0, n):\n", + " for j in range(0, n):\n", + " total += distance(0, 0, i, j)\n", + " return total\n", + "\n", + "\n", + "assert longueur_cable() == 100" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q3: même calcule pour 36, 49, 72 maisons (carrés de côté 6, 7), un rectangle 8x9 ?" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [], + "source": [ + "def longueur_cable(longueur, largeur):\n", + " total = 0\n", + " for i in range(0, longueur):\n", + " for j in range(0, largeur):\n", + " total += distance(0, 0, i, j)\n", + " return total\n", + "\n", + "\n", + "assert longueur_cable(6, 6) == 180\n", + "assert longueur_cable(7, 7) == 294\n", + "assert longueur_cable(8, 9) == 540" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q4: cas de deux câbles\n", + "\n", + "On dispose de deux câbles : \n", + "\n", + "* un câble ne pouvant relier qu'une maison avec un coût $c_1$ par mètre\n", + "* un câble ne pouvant relier qu'une ou deux maisons avec un coût $c_2$ par mètre\n", + "\n", + "Par conséquent, on peut relier une maison avec un câble $c_2$ puis relier une autre maison avec un câble $c_1$. On veut savir quand utiliser tel ou tel câble pour minimiser les coûts.\n", + "\n", + "Pouvez-vous donner un intervalle dans lequel se trouve la réponse ? Cela pourra servir à valider le résultat de la fonction." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "C'est très grossier mais on peut relier toutes les maisons avec le câble $c_1$ ou $c_2$.\n", + "\n", + "``[longueur_cable(n, n) * c_1, longueur_cable(n, n) * c_2]`` " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q5: idée naïve\n", + "\n", + "On tire deux maisons non déjà câblées, M et N. Le coût pour relier ces deux maisons et le minimum entre $d(A,M) + d(M,N)$ et $d(A,N) + d(M,N)$\n", + "\n", + "Première étape : \n", + "\n", + "On a une matrice M si indique si une maison est cablée ``M[i,j] = 1`` ou non ``M[i,j] = 0``. Ecrire une fonction qui recense toutes les positions non câblées." + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 0 1 2 3 4 5 6 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24]\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "\n", + "def maison_non_cablees(M):\n", + " # M est une matrice numpy\n", + " return np.arange(0, M.size)[M.flatten() == 0]\n", + "\n", + "\n", + "M = np.zeros((5, 5))\n", + "M[1, 3] = 1\n", + "\n", + "print(maison_non_cablees(M))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q6: écrire une fonction qui converti un entier en position" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "metadata": {}, + "outputs": [], + "source": [ + "def indices_to_position(shape, i):\n", + " return i // shape[1], i % shape[1]\n", + "\n", + "\n", + "assert indices_to_position((5, 5), 8) == (1, 3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q7: tirage aléatoire\n", + "\n", + "Ecrire une fonction qui tire un maison aléatoirement dans toutes celles qui ne sont pas cablées." + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(np.int64(4), np.int64(1))\n" + ] + } + ], + "source": [ + "def tire_maison(M):\n", + " indices = maison_non_cablees(M)\n", + " h = np.random.randint(0, len(indices) - 1) if len(indices) > 1 else 0\n", + " return indices_to_position(M.shape, indices[h])\n", + "\n", + "\n", + "print(tire_maison(M))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q8: écrire une fonction qui tire une câble pour relier deux maisons" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(np.int64(1), np.int64(2)) (np.int64(3), np.int64(1))\n", + "[[0. 0. 0. 0. 0.]\n", + " [0. 0. 1. 0. 0.]\n", + " [0. 0. 0. 0. 0.]\n", + " [0. 1. 0. 0. 0.]\n", + " [0. 0. 0. 0. 0.]]\n" + ] + } + ], + "source": [ + "def tire_cable(M):\n", + " h1 = tire_maison(M)\n", + " assert (\n", + " M[h1] == 0\n", + " ), f\"Une maison tirée est déjà câblée h1={h1}\\n{M}\\n{maison_non_cablees(M)}\"\n", + " M[h1] = 1\n", + " h2 = tire_maison(M)\n", + " assert (\n", + " M[h2] == 0\n", + " ), f\"Une maison tirée est déjà câblée h1={h2}\\n{M}\\n{maison_non_cablees(M)}\"\n", + " M[h2] = 1\n", + " return h1, h2\n", + "\n", + "\n", + "M = np.zeros((5, 5))\n", + "m1, m2 = tire_cable(M)\n", + "print(m1, m2)\n", + "print(M)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q9: calculer le coût optimal pour relier les deux maisons" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(np.int64(0), np.int64(3)) (np.int64(4), np.int64(0)) 12.48\n", + "[[0. 0. 0. 1. 0.]\n", + " [0. 0. 0. 0. 0.]\n", + " [0. 0. 0. 0. 0.]\n", + " [0. 0. 0. 0. 0.]\n", + " [1. 0. 0. 0. 0.]]\n" + ] + } + ], + "source": [ + "def cout_cable(m1, m2, c1, c2):\n", + " d1 = distance(0, 0, *m1)\n", + " d2 = distance(0, 0, *m2)\n", + " return min(d1, d2) * c2 + distance(*m1, *m2) * c1\n", + "\n", + "\n", + "M = np.zeros((5, 5))\n", + "m1, m2 = tire_cable(M)\n", + "print(m1, m2, cout_cable(m1, m2, c1=0.78, c2=2.34))\n", + "print(M)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q10: terminer l'implémentation de l'algorithme" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "113.88000000000002\n" + ] + } + ], + "source": [ + "def optimisation_alea(i, j, c1, c2):\n", + " M = np.zeros((i, j))\n", + " n_iter = (i * j) // 2\n", + " cout = 0\n", + " for it in range(n_iter):\n", + " m1, m2 = tire_cable(M)\n", + " cout += cout_cable(m1, m2, c1, c2)\n", + " # en cas de nombre impair, il reste une maison\n", + " if M.sum() != i * j - 1:\n", + " raise AssertionError(\n", + " f\"Toutes les maisons ne sont pas câblées M.sum()={M.sum()} (n_iter={n_iter})\\n{M}\"\n", + " )\n", + " if n_iter * 2 < i * j:\n", + " m1 = tire_maison(M)\n", + " cout += distance(0, 0, *m1) * c1\n", + " M[m1] = 1\n", + " if M.sum() != i * j:\n", + " raise AssertionError(\n", + " f\"Toutes les maisons ne sont pas câblées M.sum()={M.sum()} (n_iter={n_iter})\\n{M}\"\n", + " )\n", + " return cout\n", + "\n", + "\n", + "print(optimisation_alea(5, 5, c1=0.78, c2=2.34))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "this", + "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": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pyproject.toml b/pyproject.toml index 0ac380c..e00517a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -161,7 +161,12 @@ select = [ ] [tool.ruff.lint.per-file-ignores] -"**" = ["C401", "C408", "C413", "RUF012", "RUF100", "RUF010", "SIM108", "SIM102", "SIM114", "SIM103", "UP015", "UP027", "UP031", "UP034", "UP032"] +"**" = [ + "C401", "C408", "C413", + "RUF012", "RUF100", "RUF010", + "SIM108", "SIM102", "SIM114", "SIM103", "SIM910", + "UP015", "UP027", "UP031", "UP034", "UP032" +] "**/plot*.py" = ["B018", "B010"] "_doc/conf.py" = ["F821", "E501"] "teachpyx/__init__.py" = ["E501"] diff --git a/teachpyx/tools/blockdiag_helper.py b/teachpyx/tools/blockdiag_helper.py index 37a2245..c021586 100644 --- a/teachpyx/tools/blockdiag_helper.py +++ b/teachpyx/tools/blockdiag_helper.py @@ -140,7 +140,8 @@ def draw_diagram(graph, module="blockdiag", fmt="pillow", **options): raise ValueError(f"fmt={fmt!r} should in ['pillow', 'svg', 'png']") fontmap = _create_fontmap( - fontmap=options.get("fontmap", None), font=options.get("font", None) + fontmap=options.get("fontmap", None), + font=options.get("font", None), ) tree = parser.parse_string(graph) res = _build_diagram( From 28d5eb538a78552957876e646f39517cc4d12f95 Mon Sep 17 00:00:00 2001 From: xadupre Date: Sat, 2 Nov 2024 13:28:29 +0100 Subject: [PATCH 2/8] update exam --- _doc/practice/exams/td_note_2024.ipynb | 306 +++++++++++-------------- _doc/practice/exams/td_note_2024.png | Bin 0 -> 3168 bytes _latex/ensae/td_note_2024.tex | 203 ++++++++++++++++ 3 files changed, 342 insertions(+), 167 deletions(-) create mode 100644 _doc/practice/exams/td_note_2024.png create mode 100644 _latex/ensae/td_note_2024.tex diff --git a/_doc/practice/exams/td_note_2024.ipynb b/_doc/practice/exams/td_note_2024.ipynb index 23ba987..038f06e 100644 --- a/_doc/practice/exams/td_note_2024.ipynb +++ b/_doc/practice/exams/td_note_2024.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -31,7 +31,7 @@ "" ] }, - "execution_count": 100, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, @@ -73,7 +73,7 @@ "source": [ "## Exercice 1 : optimization\n", "\n", - "25 maisons sont positionnées aux 25 intersections de ce quadrillage. Le courant (rouge) arrive à un angle du carrée (point A). Il faut relier chaque maison au courant pour un coût minimal. Pour cela il faut tirer un câble entre chaque intersection au point A. Les câbles ne peuvent passer que par les routes (les lignes du quadrillage), pas de diagonales donc.\n", + "25 maisons sont positionnées aux 25 intersections du quadrillage ci-dessus. Le courant (rouge) arrive à un angle du carré (point A). Il faut relier chaque maison au courant pour un coût minimal. Pour cela il faut tirer un câble entre chaque intersection au point A. Les câbles ne peuvent passer que par les routes (les lignes du quadrillage), pas de diagonales donc.\n", "\n", "\n", "### Q1 : implémenter une fonction qui calcule la distance L1\n", @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -117,19 +117,41 @@ " return total\n", "\n", "\n", - "assert longueur_cable() == 100" + "assert longueur_cable(5) == 100" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Q3: même calcule pour 36, 49, 72 maisons (carrés de côté 6, 7), un rectangle 8x9 ?" + "La façon non gloutonne mais pas appropriée pour la suite." ] }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "def longueur_cable_gauss(n=5):\n", + " somme_longueur = (n - 1) * n / 2 # on part de 0 à 4\n", + " total = n * somme_longueur + n * somme_longueur\n", + " return total\n", + "\n", + "\n", + "assert longueur_cable_gauss(5) == 100" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q3: même calcul pour 36, 49, 72 maisons (carrés de côté 6, 7, un rectangle 8x9) ?" + ] + }, + { + "cell_type": "code", + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -150,269 +172,219 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Q4: cas de deux câbles\n", + "### Q4: avec deux câbles\n", "\n", "On dispose de deux câbles : \n", "\n", "* un câble ne pouvant relier qu'une maison avec un coût $c_1$ par mètre\n", "* un câble ne pouvant relier qu'une ou deux maisons avec un coût $c_2$ par mètre\n", "\n", - "Par conséquent, on peut relier une maison avec un câble $c_2$ puis relier une autre maison avec un câble $c_1$. On veut savir quand utiliser tel ou tel câble pour minimiser les coûts.\n", + "Par conséquent, on peut relier une maison *M1* avec un câble $c_2$ puis relier *M1* à une autre maison *M2* avec un câble $c_1$. On veut savoir quand utiliser tel ou tel câble pour minimiser les coûts.\n", "\n", - "Pouvez-vous donner un intervalle dans lequel se trouve la réponse ? Cela pourra servir à valider le résultat de la fonction." + "Ecrire une fonction qui retourne le coût du câblage décrit ci-dessus.\n" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 16, "metadata": {}, + "outputs": [], "source": [ - "C'est très grossier mais on peut relier toutes les maisons avec le câble $c_1$ ou $c_2$.\n", + "def cout_cablage(x1, y1, x2, y2, c1, c2):\n", + " return distance(0, 0, x1, y1) * c2 + distance(x1, y1, x2, y2) * c1\n", + "\n", "\n", - "``[longueur_cable(n, n) * c_1, longueur_cable(n, n) * c_2]`` " + "assert cout_cablage(1, 2, 2, 4, 1, 1.5) == 7.5" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Q5: idée naïve\n", - "\n", - "On tire deux maisons non déjà câblées, M et N. Le coût pour relier ces deux maisons et le minimum entre $d(A,M) + d(M,N)$ et $d(A,N) + d(M,N)$\n", - "\n", - "Première étape : \n", - "\n", - "On a une matrice M si indique si une maison est cablée ``M[i,j] = 1`` ou non ``M[i,j] = 0``. Ecrire une fonction qui recense toutes les positions non câblées." + "## Q5: que fait le code suivant et que montre-t-il ?" ] }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[ 0 1 2 3 4 5 6 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24]\n" + "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\n", + "[5.0, 5.5, 6.0, 6.5, 7.0, 7.5, 10.0, 12.5, 15.0, 17.5]\n" ] } ], "source": [ - "import numpy as np\n", - "\n", - "\n", - "def maison_non_cablees(M):\n", - " # M est une matrice numpy\n", - " return np.arange(0, M.size)[M.flatten() == 0]\n", - "\n", - "\n", - "M = np.zeros((5, 5))\n", - "M[1, 3] = 1\n", - "\n", - "print(maison_non_cablees(M))" + "def position_m1(n, c1, c2):\n", + " x = []\n", + " y = []\n", + " for i in range(2 * n):\n", + " x.append(i)\n", + " c = cout_cablage(0, i, 0, n, c1, c2)\n", + " y.append(c)\n", + " return x, y\n", + "\n", + "\n", + "x, y = position_m1(5, 1, 1.5)\n", + "print(x)\n", + "print(y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Q6: écrire une fonction qui converti un entier en position" + "Le code calcule le coût du câblage pour une maison mobile M1 et une maison M2 fixe. Il montre que plus la maison M1 est loin de A, plus le coût est grand. Minimiser les coûts revient à minimiser la distance A jusque M1." ] }, { - "cell_type": "code", - "execution_count": 105, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "def indices_to_position(shape, i):\n", - " return i // shape[1], i % shape[1]\n", + "## Q6,7: idée d'algorithme\n", "\n", + "* on prend une maison non câblée M1 la plus proche de A\n", + "* on prend ensuite une maison non câblée M2 la plus proche du coin opposé\n", + "* on continue jusque à la fin\n", "\n", - "assert indices_to_position((5, 5), 8) == (1, 3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Q7: tirage aléatoire\n", + "On crée une matrice *M*, $n \\times n$, initilialisé à -1. La maison 0,0 est relié avec le câble 0: $M[i,j] =$ le numéro du câble qui la relie.\n", "\n", - "Ecrire une fonction qui tire un maison aléatoirement dans toutes celles qui ne sont pas cablées." + "Ecrire une fonction qui retourne la maison la plus proche d'une position $(i,j)$ et non câblée." ] }, { "cell_type": "code", - "execution_count": 106, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(np.int64(4), np.int64(1))\n" - ] - } - ], + "outputs": [], "source": [ - "def tire_maison(M):\n", - " indices = maison_non_cablees(M)\n", - " h = np.random.randint(0, len(indices) - 1) if len(indices) > 1 else 0\n", - " return indices_to_position(M.shape, indices[h])\n", + "import numpy as np\n", "\n", "\n", - "print(tire_maison(M))" + "def init(n=5):\n", + " M = np.zeros((n, n)) - 1\n", + " M[0, 0] = 0\n", + " return M\n", + "\n", + "\n", + "def maison_proche(M, x, y):\n", + " best = None\n", + " meilleur = None, None\n", + " for i in range(0, M.shape[0]):\n", + " for j in range(0, M.shape[1]):\n", + " if M[i, j] >= 0:\n", + " continue\n", + " d = distance(x, y, i, j)\n", + " if best is None or d < best:\n", + " best = d\n", + " meilleur = i, j\n", + " return meilleur\n", + "\n", + "\n", + "M = init()\n", + "assert maison_proche(M, 0, 0) == (0, 1)\n", + "M[0, 1] = 1\n", + "M[1, 0] = 2\n", + "M[1, 1] = 3\n", + "assert maison_proche(M, 0, 1) == (0, 2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Q8: écrire une fonction qui tire une câble pour relier deux maisons" + "## Q8: on veut tirer un nouveau câble\n", + "\n", + "Ecrire une fonction qui tire un nouveau câble :\n", + "\n", + "* on prend une maison proche de A\n", + "* on met à jour la matrice M\n", + "* on prend une maison proche du coin opposé\n", + "* on met à jour la matrice M\n", + "* une retourne le coût" ] }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 33, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(np.int64(1), np.int64(2)) (np.int64(3), np.int64(1))\n", - "[[0. 0. 0. 0. 0.]\n", - " [0. 0. 1. 0. 0.]\n", - " [0. 0. 0. 0. 0.]\n", - " [0. 1. 0. 0. 0.]\n", - " [0. 0. 0. 0. 0.]]\n" - ] - } - ], + "outputs": [], "source": [ - "def tire_cable(M):\n", - " h1 = tire_maison(M)\n", - " assert (\n", - " M[h1] == 0\n", - " ), f\"Une maison tirée est déjà câblée h1={h1}\\n{M}\\n{maison_non_cablees(M)}\"\n", - " M[h1] = 1\n", - " h2 = tire_maison(M)\n", - " assert (\n", - " M[h2] == 0\n", - " ), f\"Une maison tirée est déjà câblée h1={h2}\\n{M}\\n{maison_non_cablees(M)}\"\n", - " M[h2] = 1\n", - " return h1, h2\n", - "\n", - "\n", - "M = np.zeros((5, 5))\n", - "m1, m2 = tire_cable(M)\n", - "print(m1, m2)\n", - "print(M)" + "def nouveau_cable(M, c1, c2):\n", + " numero = int(M.max() + 1)\n", + " m1 = maison_proche(M, 0, 0)\n", + " M[m1] = numero\n", + " m2 = maison_proche(M, *M.shape)\n", + " M[m2] = numero\n", + " c = cout_cablage(*m1, *m2, c1, c2)\n", + " return m1, m2, c\n", + "\n", + "\n", + "M = init()\n", + "g = nouveau_cable(M, 1, 1.5)\n", + "assert g == ((0, 1), (4, 4), 8.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Q9: calculer le coût optimal pour relier les deux maisons" + "## Q9: on complète l'algorithme\n", + "\n", + "Il suffit d'une boucle pour câbler toutes les maisons. La trouverez-vous ?" ] }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "(np.int64(0), np.int64(3)) (np.int64(4), np.int64(0)) 12.48\n", - "[[0. 0. 0. 1. 0.]\n", - " [0. 0. 0. 0. 0.]\n", - " [0. 0. 0. 0. 0.]\n", - " [0. 0. 0. 0. 0.]\n", - " [1. 0. 0. 0. 0.]]\n" + "[((0, 1), (4, 4), 8.5), ((1, 0), (3, 4), 7.5), ((0, 2), (4, 3), 8.0), ((1, 1), (2, 4), 7.0), ((2, 0), (3, 3), 7.0), ((0, 3), (4, 2), 9.5), ((1, 2), (1, 4), 6.5), ((2, 1), (2, 3), 6.5), ((3, 0), (3, 2), 6.5), ((0, 4), (4, 1), 13.0), ((1, 3), (2, 2), 8.0), ((3, 1), (4, 0), 8.0)]\n" ] } ], "source": [ - "def cout_cable(m1, m2, c1, c2):\n", - " d1 = distance(0, 0, *m1)\n", - " d2 = distance(0, 0, *m2)\n", - " return min(d1, d2) * c2 + distance(*m1, *m2) * c1\n", + "def algorithme_cablage(n, c1, c2):\n", + " M = init(n)\n", + " n_cables = n * n // 2\n", + " cables = []\n", + " for i in range(0, n_cables):\n", + " cable = nouveau_cable(M, c1, c2)\n", + " cables.append(cable)\n", + " return cables\n", "\n", "\n", - "M = np.zeros((5, 5))\n", - "m1, m2 = tire_cable(M)\n", - "print(m1, m2, cout_cable(m1, m2, c1=0.78, c2=2.34))\n", - "print(M)" + "print(algorithme_cablage(5, 1, 1.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Q10: terminer l'implémentation de l'algorithme" - ] - }, - { - "cell_type": "code", - "execution_count": 109, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "113.88000000000002\n" - ] - } - ], - "source": [ - "def optimisation_alea(i, j, c1, c2):\n", - " M = np.zeros((i, j))\n", - " n_iter = (i * j) // 2\n", - " cout = 0\n", - " for it in range(n_iter):\n", - " m1, m2 = tire_cable(M)\n", - " cout += cout_cable(m1, m2, c1, c2)\n", - " # en cas de nombre impair, il reste une maison\n", - " if M.sum() != i * j - 1:\n", - " raise AssertionError(\n", - " f\"Toutes les maisons ne sont pas câblées M.sum()={M.sum()} (n_iter={n_iter})\\n{M}\"\n", - " )\n", - " if n_iter * 2 < i * j:\n", - " m1 = tire_maison(M)\n", - " cout += distance(0, 0, *m1) * c1\n", - " M[m1] = 1\n", - " if M.sum() != i * j:\n", - " raise AssertionError(\n", - " f\"Toutes les maisons ne sont pas câblées M.sum()={M.sum()} (n_iter={n_iter})\\n{M}\"\n", - " )\n", - " return cout\n", - "\n", - "\n", - "print(optimisation_alea(5, 5, c1=0.78, c2=2.34))" + "## Q10: L'algorithme a un défaut, trouverez-vous lequel ?\n", + "\n", + "La fonction ``nouveau_cable`` choisit la première maison de façon optimale et ensuite choisit l'extrémité en fonction d'un point qui ne dépend de la première maison. Il faudrait choisir une maison $M2$ à la fois éloignée de A et proche de $M1$ mais cela ne suffira sans doute pas. Une fois l'algorithme achevé, il sera sans doute possible d'améliorer le câblage en permutant les maisons M2 entre elles :\n", + "\n", + "Soit deux câbles ``A -> M1 -> M2`` et ``A -> N1 -> N2``, si ``cout(A -> M1 -> N2) < cout(A -> N1 -> M2)`` alors on peut permuter M2 et N2." ] }, { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [] } ], "metadata": { "kernelspec": { - "display_name": "this", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, diff --git a/_doc/practice/exams/td_note_2024.png b/_doc/practice/exams/td_note_2024.png new file mode 100644 index 0000000000000000000000000000000000000000..4ace6386c0279178459a15fe219569d50ac8c99e GIT binary patch literal 3168 zcmd^C`&ZK07N@5frgK-5k`HV$bEd|$yi08qm?n$N3DRopVrgSzXqKpmARst)1+9cz 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\usepackage[french]{babel} \usepackage[T1]{fontenc} \usepackage{amsmath} \usepackage{graphicx} \usepackage{enumitem} -\usepackage[lmargin=2.5cm,rmargin=2.5cm,tmargin=2.5cm,bmargin=2.5cm]{geometry} -%\usepackage{listings} -%\usepackage{xcolor} % Optionnel pour la coloration syntaxique - -%\lstdefinestyle{mypython}{ -% language=Python, -% backgroundcolor=\color{white}, -% basicstyle=\ttfamily\footnotesize, -% frame=single, -% keywordstyle=\color{blue}, -% commentstyle=\color{green}, -% stringstyle=\color{red}, -%% numbers=left, -% numberstyle=\tiny\color{gray}, -% stepnumber=1, -% tabsize=4, -% showstringspaces=false -%} - -%\newenvironment{codepy}{\begin{lstlisting}[style=mypython]}{\end{lstlisting}} -\newenvironment{codepy}{\begin{verbatim}}{\end{verbatim}} - +\usepackage[lmargin=2.5cm,rmargin=2.5cm,tmargin=2cm,bmargin=2.5cm]{geometry} +\usepackage{listings} +\usepackage{xcolor} + +\lstdefinestyle{mypython}{ + language=Python, + backgroundcolor=\color{white}, + basicstyle=\ttfamily\footnotesize, + frame=single, + keywordstyle=\color{blue}, + commentstyle=\color{green}, + stringstyle=\color{red}, + numbers=left, + numberstyle=\tiny\color{gray}, + stepnumber=1, + tabsize=4, + showstringspaces=false +} + +%\newenvironment{verbatim}{\begin{lstlisting}[style=mypython]}{\end{lstlisting}} +%\newenvironment{verbatim}{\begin{lstlisting}[style=mypython]}{\end{lstlisting}} + +\setlength{\parindent}{0pt} \newcounter{question} -\newcommand{\exequest}[1]{\textbf{Q\usecounter{question} \stepcounter{question}} #1} +\newcommand{\exequest}[1]{\bigskip \stepcounter{question} \textbf{Question \arabic{question}} : #1} % Informations sur l'examen -\title{ENSAE TD not?, mardi 6 novembre 2024} +\title{ENSAE TD noté, mardi 6 novembre 2024} +\date{} \begin{document} +\vspace{-3cm} \maketitle +\vspace{-1.5cm} \textit{Toutes les questions valent 2 points.} +\bigskip -%\includegraphics[width=0.5\textwidth]{td_node_2024.png} +%\includegraphics[width=0.5\textwidth]{./td_node_2024.png} -25 maisons sont positionn?es aux 25 intersections du quadrillage ci-dessus. -Le courant (rouge) arrive ? un angle du carr? (point A). -Il faut relier chaque maison au courant pour un co?t minimal. -Pour cela il faut tirer un c?ble entre chaque intersection au point A. -Les c?bles ne peuvent passer que par les routes (les lignes du quadrillage), pas de diagonales donc. +25 maisons sont positionnées aux 25 intersections du quadrillage ci-dessus. +Le courant (rouge) arrive à un angle du carré (point A). +Il faut relier chaque maison au courant pour un coût minimal. +Pour cela il faut tirer un câble entre chaque intersection au point A. +Les cibles ne peuvent passer que par les routes (les lignes du quadrillage), +pas de diagonales donc. %%%%% -\exequest{Impl?menter une fonction qui calcule la distance L1.} +\exequest{Implémenter une fonction qui calcule la distance L1.} -La distance L1 est d?finie par $d(x_1,y_1,x_2,y_2) = |x_1 - x_2| + |y_1 - y_2|$. +La distance L1 est définie par $d(x_1,y_1,x_2,y_2) = |x_1 - x_2| + |y_1 - y_2|$. -\begin{codepy} +\begin{lstlisting}[style=mypython] def distance(x1, y1, x2, y2): # ... return ... assert distance(0, 0, 3, 4) == 7 -\end{codepy} +\end{lstlisting} %%%%% -\exequest{Calculer la longueur de c?ble pour relier les 25 maisons.} +\exequest{Calculer la longueur de câble pour relier les 25 maisons.} -\begin{codepy} +\begin{lstlisting}[style=mypython] def longueur_cable(n=5): # ... assert longueur_cable(5) == 100 -\end{codepy} +\end{lstlisting} %%%%% \exequest{Adapter la fonction pour un rectangle 8x9.} -\begin{codepy} +\begin{lstlisting}[style=mypython] assert longueur_cable(8, 9) == 540 -\end{codepy} +\end{lstlisting} %%%%% -\exequest{Avec deux c?bles...} +\exequest{Avec deux câbles...} -On dispose de deux c?bles : +On dispose de deux câbles : \begin{enumerate} -\item un c?ble ne pouvant relier qu'une maison avec un co?t $c_1$ par m?tre -\item un c?ble ne pouvant relier qu'une ou deux maisons avec un co?t $c_2$ par m?tre +\item un câble ne pouvant relier qu'une maison avec un coût $c_1$ par mètre +\item un câble ne pouvant relier qu'une ou deux maisons avec un coût $c_2$ par mètre \end{enumerate} -Par cons?quent, on peut relier une maison \textit{M1} avec un c?ble $c_2$ puis relier -\textit{M1} ? une autre maison \textit{M2} avec un c?ble $c_1$. -On veut savoir quand utiliser tel ou tel c?ble pour minimiser les co?ts. +Par conséquent, on peut relier une maison \textit{M1} avec un câble $c_2$ puis relier +\textit{M1} à une autre maison \textit{M2} avec un câble $c_1$. +On veut savoir quand utiliser tel ou tel câble pour minimiser les coûts. -Ecrire une fonction qui retourne le co?t du c?blage d?crit ci-dessus. +Ecrire une fonction qui retourne le coût du câblage décrit ci-dessus. -\begin{codepy} +\begin{lstlisting}[style=mypython] def cout_cablage(x1,y1, x2,y2, c1, c2): # ... assert cout_cablage(1,2, 2,4, 1, 1.5) == 7.5 -\end{codepy} +\end{lstlisting} %%%%% \exequest{Que fait le code suivant et que montre-t-il ?} -\begin{codepy} - def position_m1(n, c1, c2): +\begin{lstlisting}[style=mypython] +def position_m1(n, c1, c2): x = [] y = [] for i in range(2*n): x.append(i) - c = cout_cablage(0,i, 0,n, c1, c2) - y.append(c) + y.append(cout_cablage(0,i, 0,n, c1, c2)) return x, y x, y = position_m1(5, 1, 1.5) print(x) # [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] print(y) # [5.0, 5.5, 6.0, 6.5, 7.0, 7.5, 10.0, 12.5, 15.0, 17.5] -\end{codepy} +\end{lstlisting} %%%%% -\exequest{Id?e d'algorithme} +\exequest{Idée d'algorithme} \begin{enumerate} -\item On prend une maison non c?bl?e M1 la plus proche de A. -\item On prend ensuite une maison non c?bl?e M2 la plus proche du coin oppos?. -\item On continue jusque ? la fin. +\item On prend une maison non câblée M1 la plus proche de A. +\item On prend ensuite une maison non câblée M2 la plus proche du coin opposé +\item On continue jusqu'à la fin. \end{enumerate} -On cr?e une matrice *M*, $n \times n$, initilialis? ? -1. -La maison 0,0 est reli? avec le c?ble 0: $M[i,j] =$ le num?ro du c?ble qui la relie. +On crée une matrice *M*, $n \times n$, initilialisée à -1. +La maison 0,0 est reliée avec le câble 0: $M[i,j] =$ le numéro du câble qui la relie. Ecrire une fonction qui initialise la matrice. -\begin{codepy} +\begin{lstlisting}[style=mypython] def init(n=5): # ... -\end{codepy} +\end{lstlisting} %%%%% -\exequest{Ecrire une fonction qui retourne la maison la plus proche d'une position $(i,j)$ et non c?bl?e.} +\exequest{Ecrire une fonction qui retourne la maison la plus proche d'une position $(i,j)$ et non câblée.} -\begin{codepy} +\begin{lstlisting}[style=mypython] def maison_proche(M, x, y): # ... @@ -151,38 +156,38 @@ M[1, 0] = 2 M[1, 1] = 3 assert maison_proche(M,0,1) == (0, 2) -\end{codepy} +\end{lstlisting} %%%%% -\exequest{On veut tirer un nouveau c?ble comme suit :} +\exequest{On veut tirer un nouveau câble comme suit :} -Ecrire une fonction qui tire un nouveau c?ble : +Ecrire une fonction qui tire un nouveau câble : \begin{enumerate} \item on prend une maison proche de A -\item on met ? jour la matrice M -\item on prend une maison proche du coin oppos? -\item on met ? jour la matrice M -\item une retourne le co?t +\item on met à jour la matrice M +\item on prend une maison proche du coin opposé +\item on met à jour la matrice M +\item une retourne le coût \end{enumerate} -\begin{codepy} +\begin{lstlisting}[style=mypython] def nouveau_cable(M, c1, c2): # ... M = init() g = nouveau_cable(M, 1, 1.5) assert g == ((0, 1), (4, 4), 8.5) -\end{codepy} +\end{lstlisting} %%%%% \exequest{Terminer l'algorithme.} -Il suffit d'une boucle pour c?bler toutes les maisons. La trouverez-vous ? +Il suffit d'une boucle pour câbler toutes les maisons. La trouverez-vous ? -\begin{codepy} +\begin{lstlisting}[style=mypython] def algorithme_cablage(n, c1, c2): M = init(n) n_cables = n * n // 2 @@ -192,11 +197,11 @@ return cables print(algorithme_cablage(5, 1, 1.5)) -\end{codepy} +\end{lstlisting} %%%%% -\exequest{L'algorithme a un d?faut, trouverez-vous lequel ?} +\exequest{L'algorithme a un défaut, trouverez-vous lequel ?} From a5407ab694df26407bfbd492e70f0173e3be4f89 Mon Sep 17 00:00:00 2001 From: xadupre Date: Fri, 8 Nov 2024 00:59:09 +0100 Subject: [PATCH 5/8] fix issue --- _doc/articles/2024/anim_evolution.png | Bin 0 -> 19017 bytes _doc/articles/2024/pyramide.png | Bin 0 -> 46076 bytes _doc/articles/2024/tsp_simple.png | Bin 0 -> 33242 bytes _doc/articles/2024/vie_1.png | Bin 0 -> 7895 bytes _doc/practice/exams.rst | 1 + _doc/practice/exams/td_note_2024.pdf | Bin 0 -> 206626 bytes _latex/ensae/td_note_2024.tex | 46 +++++++++++++++----------- 7 files changed, 28 insertions(+), 19 deletions(-) create mode 100644 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b/_latex/ensae/td_note_2024.tex index 093010b..e0a1bb9 100644 --- a/_latex/ensae/td_note_2024.tex +++ b/_latex/ensae/td_note_2024.tex @@ -7,7 +7,7 @@ \usepackage{enumitem} \usepackage[lmargin=2.5cm,rmargin=2.5cm,tmargin=2cm,bmargin=2.5cm]{geometry} \usepackage{listings} -\usepackage{xcolor} +\usepackage[dvipsnames]{xcolor} \lstdefinestyle{mypython}{ language=Python, @@ -15,7 +15,7 @@ basicstyle=\ttfamily\footnotesize, frame=single, keywordstyle=\color{blue}, - commentstyle=\color{green}, + commentstyle=\color{ForestGreen}, stringstyle=\color{red}, numbers=left, numberstyle=\tiny\color{gray}, @@ -33,7 +33,7 @@ \newcommand{\exequest}[1]{\bigskip \stepcounter{question} \textbf{Question \arabic{question}} : #1} % Informations sur l'examen -\title{ENSAE TD noté, mardi 6 novembre 2024} +\title{ENSAE TD noté, mercredi 6 novembre 2024} \date{} \begin{document} @@ -42,18 +42,25 @@ \maketitle \vspace{-1.5cm} -\textit{Toutes les questions valent 2 points.} +\textit{L'accès à internet est autorisé mais l'utilisation d'intelligences artificielle génératives de type ChatGPT est interdite.} + +\medskip +\emph{Toutes les questions valent 2 points.} \bigskip -%\includegraphics[width=0.5\textwidth]{./td_node_2024.png} +\begin{center} +\includegraphics[width=0.25\textwidth]{td_note_2024.png} +\end{center} 25 maisons sont positionnées aux 25 intersections du quadrillage ci-dessus. Le courant (rouge) arrive à un angle du carré (point A). Il faut relier chaque maison au courant pour un coût minimal. -Pour cela il faut tirer un câble entre chaque intersection au point A. +Pour cela il faut tirer un câble entre le point A et chaque intersection. Les cibles ne peuvent passer que par les routes (les lignes du quadrillage), pas de diagonales donc. +\emph{Les assertions du sujets (exprimées avec le mot clé \texttt{assert}) doivent être satisfaites par vos solutions.} + %%%%% \exequest{Implémenter une fonction qui calcule la distance L1.} @@ -77,6 +84,8 @@ assert longueur_cable(5) == 100 \end{lstlisting} +On suppose dans la suite de l'énoncé que le quadrillage reste carré. + %%%%% \exequest{Adapter la fonction pour un rectangle 8x9.} @@ -90,7 +99,7 @@ On dispose de deux câbles : \begin{enumerate} -\item un câble ne pouvant relier qu'une maison avec un coût $c_1$ par mètre +\item un câble ne pouvant relier qu'une maison avec un coût $c_1$ par mètre (un quadrillage $n\times m$ est de dimension $n$ mètres par $m$ mètres) \item un câble ne pouvant relier qu'une ou deux maisons avec un coût $c_2$ par mètre \end{enumerate} @@ -133,10 +142,9 @@ \item On continue jusqu'à la fin. \end{enumerate} -On crée une matrice *M*, $n \times n$, initilialisée à -1. -La maison 0,0 est reliée avec le câble 0: $M[i,j] =$ le numéro du câble qui la relie. +On crée une matrice $M$, $n \times n$ telle que $M[i][j]$ représente le numéro du câble ($1$ pour $c_1$ et $2$ pour $c_2$) qui relie la maison à l'intersection $i, j$ (sans information sur l'origine du cable). La maison 0, 0 est initialement reliée avec le câble 0, les autres valeurs sont initialisées à -1. -Ecrire une fonction qui initialise la matrice. +Écrire une fonction qui initialise la matrice. \begin{lstlisting}[style=mypython] def init(n=5): @@ -147,14 +155,14 @@ \exequest{Ecrire une fonction qui retourne la maison la plus proche d'une position $(i,j)$ et non câblée.} \begin{lstlisting}[style=mypython] -def maison_proche(M, x, y): +def maison_proche(M, i, j): # ... M = init() assert maison_proche(M, 0,0) == (0, 1) -M[0, 1] = 1 -M[1, 0] = 2 -M[1, 1] = 3 +M[0][1] = 1 +M[1][0] = 2 +M[1][1] = 3 assert maison_proche(M,0,1) == (0, 2) \end{lstlisting} @@ -162,16 +170,16 @@ %%%%% \exequest{On veut tirer un nouveau câble comme suit :} -Ecrire une fonction qui tire un nouveau câble : - \begin{enumerate} -\item on prend une maison proche de A +\item on prend la maison $m_1$ la plus proche de A non cablée, on la cable avec le câble $c_2$ \item on met à jour la matrice M -\item on prend une maison proche du coin opposé +\item on prend une maison proche du coin opposé (non câblée), qu'on cable avec $c_1$ depuis $m_1$ \item on met à jour la matrice M -\item une retourne le coût +\item on renvoie le coût de ces deux câbles ainsi que les deux maisons choisies \end{enumerate} +Écrire une fonction qui tire un nouveau câble de cette manière : + \begin{lstlisting}[style=mypython] def nouveau_cable(M, c1, c2): # ... From 3f705bef17fb318d0f5cb0eff07cc04b615051bb Mon Sep 17 00:00:00 2001 From: xadupre Date: Wed, 29 Jan 2025 11:00:36 +0100 Subject: [PATCH 6/8] blog --- _doc/articles/2025/2024-03-01-route2024.rst | 25 +++++++++++++++++++++ _doc/articles/index.rst | 6 +++++ 2 files changed, 31 insertions(+) create mode 100644 _doc/articles/2025/2024-03-01-route2024.rst diff --git a/_doc/articles/2025/2024-03-01-route2024.rst b/_doc/articles/2025/2024-03-01-route2024.rst new file mode 100644 index 0000000..f9bb2b7 --- /dev/null +++ b/_doc/articles/2025/2024-03-01-route2024.rst @@ -0,0 +1,25 @@ +.. _l-feuille-route-2025: + +================================== +2025-03-01 : feuille de route 2025 +================================== + +Séance 1 (31/1) +=============== + +* site web : `sdpython.github.io `_ +* :ref:`l-ml-rappel` +* programmation (python :epkg:`numpy`, :epkg:`pandas`, :epkg:`matplotlib`, :epkg:`jupyter`) +* :ref:`Tests unitaires `, package python +* `SQL `_ +* `CPU `_, + `CUDA `_ +* machine learning, :epkg:`scikit-learn`, :epkg:`pytorch` +* `comparaison torch/scikit-learn `_ +* :ref:`l-regclass` +* évaluation, :ref:`ROC `, :math:`R^2` +* ranking, clustering +* `ChatGPT `_, + `LLM `_, + (Large Language Model), SLLM (Small LLM) +* Coder avec un LLM en local. diff --git a/_doc/articles/index.rst b/_doc/articles/index.rst index 9960bcf..fcfa86a 100644 --- a/_doc/articles/index.rst +++ b/_doc/articles/index.rst @@ -5,6 +5,12 @@ Collections d'articles périssables Ou *blog*. +.. toctree:: + :caption: 2025 + :maxdepth: 1 + + 2025/2025-03-01-route2025 + .. toctree:: :caption: 2024 :maxdepth: 1 From 40bc051534afa12d9ef2b88f9f9c8f02edbe3e23 Mon Sep 17 00:00:00 2001 From: xadupre Date: Wed, 29 Jan 2025 12:32:02 +0100 Subject: [PATCH 7/8] norm --- _doc/practice/exams/td_note_2024.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_doc/practice/exams/td_note_2024.ipynb b/_doc/practice/exams/td_note_2024.ipynb index 038f06e..8848c5a 100644 --- a/_doc/practice/exams/td_note_2024.ipynb +++ b/_doc/practice/exams/td_note_2024.ipynb @@ -403,4 +403,4 @@ }, "nbformat": 4, "nbformat_minor": 2 -} +} \ No newline at end of file From 3a77058819e53d6518006e3e47622443dce31a9a Mon Sep 17 00:00:00 2001 From: xadupre Date: Wed, 29 Jan 2025 12:52:43 +0100 Subject: [PATCH 8/8] =?UTF-8?q?rename=20one=20file=C3=A9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../2025/{2024-03-01-route2024.rst => 2025-03-01-route2025.rst} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename _doc/articles/2025/{2024-03-01-route2024.rst => 2025-03-01-route2025.rst} (100%) diff --git a/_doc/articles/2025/2024-03-01-route2024.rst b/_doc/articles/2025/2025-03-01-route2025.rst similarity index 100% rename from _doc/articles/2025/2024-03-01-route2024.rst rename to _doc/articles/2025/2025-03-01-route2025.rst