Update README.rst

Author: EliHei2

README.rst

@@ -41,7 +41,7 @@ Installation
 The dependency ``torch-geometric`` should be installed separately, corresponding the system specefities, look at `this link <https://pytorch-geometric.readthedocs.io/en/latest/notes/installation.html>`_ for instructions. We recommend to use Miniconda.
 
 
-GitHub (currently recomended
+GitHub (currently recomended)
 ---------------
 
 First, clone the repository using ``git``::
@@ -221,8 +221,8 @@ Notebooks
 ============
 To see some examples of our pipeline's capability, look at the `notebooks <https://github.com/MarioniLab/sagenet/notebooks>`_ directory. The notebooks are also available on google colab:
 
-#. `Spatial reconstruciton of the developing human heart <https://colab.research.google.com/drive/1x8mXIaUxx9JdolbBIKU_4zqPvM3Wz5Zp?usp=sharing>`_
-#. `Spatial reconstruciton of the mouse embryo <https://colab.research.google.com/drive/1H4gVFfxzZgilk6nbUhzFlrFsa1vEHNTl?usp=sharing>`_
+#. `Spatial reconstruction of the developing human heart <https://colab.research.google.com/drive/1x8mXIaUxx9JdolbBIKU_4zqPvM3Wz5Zp?usp=sharing>`_
+#. `Spatial reconstruction of the mouse embryo <https://colab.research.google.com/drive/1H4gVFfxzZgilk6nbUhzFlrFsa1vEHNTl?usp=sharing>`_
 
 Interactive examples
 ============