foersterrobert

AlphaZeroFromScratch. Jupyter Notebook

AlphaZero. Python

MuZero. Jupyter Notebook

DQpoNg. Use the movements of your thumb to play Pong against a pre-trained Double-DQN-Agent. I used Google-Colab for training the pyTorch model and created the Pong environment with Pygame.

GANFTs. I trained a Generative Adversarial Network (GAN) using 10.000 images of CryptoPunks. In order to prevent mode collapse, I used the Wasserstein loss function together with gradient penalty.

MNIST-Drawer. Streamlit web application that uses trained models (e.g. CNNs) to classify digits drawn by users or generated by a Conditional-WGAN-GP. One can choose between models from Pytorch, Keras, and Scikit-learn.

Stock-Prediction-UI. Stock analyzing program with live data coming from Yahoo finance. I also use fbprophet to predict upcoming prices.

LingUee. Ulauncher Linguee extension.

PythonSortingVisualizer. SortingVisualizer in Pygame. Right now you can use Bubblesort. Other kinds of sort algorithms will be implemented as well.

Space-Invaders-AI. Python