Update doc/index.rst

Co-authored-by: Quentin Barthélemy <q.barthelemy@gmail.com>

doc/index.rst

@@ -23,15 +23,15 @@ pyRiemann-qiskit: Qiskit wrapper for pyRiemann
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 pyRiemann-qiskit is a Qiskit wrapper around pyRiemann. 
-It allows to use quantum classification with riemannian geometry. 
+It allows to use quantum classification with Riemannian geometry. 
 pyRiemann-qiskit provides through Qiskit:
-- a sandbox to experiments quantum computing
+- a sandbox to experiments quantum computing;
 - a way to leverage situations where classical computing failed
- or terminates in exponential times
+ or terminates in exponential times;
 - an abstraction layer on the quantum backend:
-  run your algorithm on either your local or a real quantum machine
-- a way to encode EEG/MEG data into a quantum state
-- a way to measure quantum bit into classical bits
+  run your algorithm on either your local or a real quantum machine;
+- a way to encode EEG/MEG data into a quantum state;
+- a way to measure quantum bit into classical bits.
 
 
 A typical use case would be to use vectorized covariance matrices in