Repository that provide a wrapper to use the software TCAD Sentaurus with Python.

Shows that it is possible to implement reverse mode autodiff using a variation on the dual numbers called the codual numbers

"DigitVision: Number Predictor" is a deep learning project that uses a Convolutional Neural Network (CNN) to classify handwritten digits (0-9) from images. Built with Python and TensorFlow, it supports dataset preprocessing, model training, evaluation, and predictions, offering a scalable and accurate solution for digit recognition tasks.

MusicalBubbleColumn is a Python-based 3D music visualization project designed to dynamically display the rhythm and notes of MIDI music through 3D graphics. The project combines the Matplotlib and Pygame libraries to render real-time visual effects of the music, providing an immersive musical experience.

reset, customize, save, load matplotlib plot styles

The data in this project was collected in a database using Apache Kafka and processed with Apache Spark Streaming. The project aims to create a forecasting model and analyze sales forecasts per customer.