tried cap sensititve

Author: Thomas Mulc

README.md

@@ -33,10 +33,10 @@ The complete list of examples is below. The first example, [`Non-Distributed-Set
 * [`DOWNPOUR`](DOWNPOUR)
 * [`DOWNPOUR-Easy`](DOWNPOUR-Easy/)<sup>1</sup>
 * [`ADAG`](ADAG) (Asynchronous Distributed Adaptive Gradients)
-* [`Synchronous-SGD`](Synchronous-sgd/)
-* [`Synchronous-SGD-different-learning-rates`](Synchronous-sgd-different-learning-rates/)
+* [`Synchronous-SGD`](Synchronous-SGD/)
+* [`Synchronous-SGD-different-learning-rates`](Synchronous-SGD-different-learning-rates/)
 * [`SDAG`](SDAG) (Synchronous Distributed Adaptive Gradients) **WIP**
-* [`Multiple-GPUs-Single-Machine`](Multiple-gpus-single-machine/)
+* [`Multiple-GPUs-Single-Machine`](Multiple-GPUs-Single-Machine/)
 * `Dynamic SGD` **TODO**
 * `Asynchronous Elastic Averaging SGD` (AEASGD) **TODO**
 * `Asynchronous Elastic Averaging Momentum SGD` (AEAMSGD) **TODO**