Update README.md

README.md

@@ -57,7 +57,7 @@ To get started with the model building process, you can follow the instructions
 I am currently working on several improvements and extensions to this project. Some include:
 
 - Testing a neural network classifier to see if it can improve the accuracy of our predictions
-- Deploying an app on Gradle to make it easier for users to interact with our models and make predictions
+- Deploying an app on Gradio to make it easier for users to interact with our models and make predictions
 
 
 ## Citations
@@ -76,4 +76,4 @@ If you use any of the following libraries in your project, please cite them as f
 - SDV (Synthetic Data Vault): Patki N et al.(2016) The Synthetic Data Vault. IEEE International Conference on Data Science and Advanced Analytics
 - Optuna: Akiba T et al.(2019) Optuna: A Next-generation Hyperparameter Optimization Framework. Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
 - PyTorch: Paszke A et al.(2019) PyTorch: An Imperative Style High-performance Deep Learning Library. Advances in Neural Information Processing Systems
-- SciKeras: Varma P et al.(2020) SciKeras: a high-level Scikit-Learn compatible API for TensorFlow's Keras module
+- SciKeras: Varma P et al.(2020) SciKeras: a high-level Scikit-Learn compatible API for TensorFlow's Keras module