Merge pull request #60 from tizz98/ecw/misspellings

Fix misspellings

Author: bakwc

README.md

@@ -288,7 +288,7 @@ python evaluate/evaluate.py -a alphabet_file.txt -jsp your_model.bin -mx 50000 y
 6. You can use ```evaluate/generate_dataset.py``` to generate you train/test data. It supports txt files, [Leipzig Corpora Collection](http://wortschatz.uni-leipzig.de/en/download/) format and fb2 books.
 
 ## Download models
-Here is a few simple models. They trained on 300K news + 300k wikipedia sentences. We strongly recomend to train your own model, at least on a few million sentences to achieve better quality. See [Train](#train) secion above.
+Here is a few simple models. They trained on 300K news + 300k wikipedia sentences. We strongly recommend to train your own model, at least on a few million sentences to achieve better quality. See [Train](#train) section above.
 
  - [en.tar.gz](https://github.com/bakwc/JamSpell-models/raw/master/en.tar.gz) (35Mb)
  - [fr.tar.gz](https://github.com/bakwc/JamSpell-models/raw/master/fr.tar.gz) (31Mb)