Update README.md

dsgiitr · Aug 3, 2019 · 9c4dc44 · 9c4dc44
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Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/README.md b/README.md
@@ -99,7 +99,7 @@ Note: Some ipynb notebooks may not be rendered perfectly in Github. We suggest `
     * 12.2 [Convexity](https://github.com/dsgiitr/d2l-pytorch/blob/master/Ch12_Optimization_Algorithms/Convexity.ipynb)
     * 12.3 [Gradient Descent](https://github.com/dsgiitr/d2l-pytorch/blob/master/Ch12_Optimization_Algorithms/Gradient_Descent.ipynb)
     * 12.4 [Stochastic Gradient Descent](https://github.com/dsgiitr/d2l-pytorch/blob/master/Ch12_Optimization_Algorithms/Stochastic_Gradient_Descent.ipynb)
-    * 12.5 Mini-batch Stochastic Gradient Descent
+    * 12.5 [Mini-batch Stochastic Gradient Descent](https://github.com/dsgiitr/d2l-pytorch/blob/master/Ch12_Optimization_Algorithms/Mini-batch_Stochastic_Gradient_Descent.ipynb)
     * 12.6 [Momentum](https://github.com/dsgiitr/d2l-pytorch/blob/master/Ch12_Optimization_Algorithms/Momentum.ipynb)
     * 12.7 Adagrad
     * 12.8 RMSProp