Projects and code that were made while I was learning how to use TensorFlow and Keras.
- TICS-AIML: code from Advanced Topics in Computer Science: Artificial Intelligence and Machine Learning, a course I took in high school. The course covered a variety of topics in AI and ML
- For Artificial Intelligence I improved my understanding of informed and uninformed search algorithms such as dfs, bfs, dijstra's, and A*
- In Machine Learning I expanded my knowledge of various concepts, learning about Feature Reduction, and various models such as Linear Regression, Kth Nearest Neighbor, K Means Clustering, Convolutional Neural Networks, and Recurrent Neural Networks
- numberguessing: a project inspired by the following tutorial, creating a GUI that allows the user to draw a digit and uses a pre-trained MNIST digit-classifier Convolutional Neural Network (CNN) to predict the number the user drew
- tensorflow2tutorials: series of small projects made following this tutorial, including basic neural networks to do clothing item classification and sentiment analysis
- textsummary: text summarizer model inspired by the following article