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minor lang fixes
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msurtsukov committed Jan 29, 2019
1 parent 2eff2e4 commit d7d2c0e
Showing 1 changed file with 2 additions and 2 deletions.
4 changes: 2 additions & 2 deletions Neural ODEs (Russian).ipynb
Original file line number Diff line number Diff line change
@@ -1213,7 +1213,7 @@
"$$\n",
"\n",
"$$\n",
"\\text{each } x_{t_i} \\sim p(x \\mid z_{t_i};\\theta_x)\n",
"x_{t_i} \\sim p(x \\mid z_{t_i};\\theta_x)\n",
"$$\n",
"\n",
"Которая может быть обучена используя подход вариационных автокодировщиков.\n",
@@ -1224,7 +1224,7 @@
"$$\n",
"2. Получить скрытую траекторию\n",
"$$\n",
"z_{t_1}, z_{t_2},...,z_{t_N} = \\text{ODESolve}(z_{t_0}, f, \\theta_f, t_0,...,t_N), \\text{ where } \\frac{d z}{d t} = f(z, t; \\theta_f)\n",
"z_{t_1}, z_{t_2},...,z_{t_N} = \\text{ODESolve}(z_{t_0}, f, \\theta_f, t_0,...,t_N), \\text{ где } \\frac{d z}{d t} = f(z, t; \\theta_f)\n",
"$$\n",
"3. Отобразить скрытую траекторию в траекторию в данных, используя другую нейросеть: $\\hat{x_{t_i}}(z_{t_i}, t_i; \\theta_x)$\n",
"4. Максимизировать оценку нижней границы обоснованности (ELBO) для сэмплированной траектории\n",

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