README.md

Medium Posts

In this repository, I host the code associated with my Medium posts.

Posts

1. Lorenz-63 System Integration Using 4th Order Runge-Kutta Methods in Python
• File: RK4-Lorenz63.ipynb
2. Python Guide: Building a Reservoir Computer from Scratch
• File: reservoir_computer.ipynb
3. Implementing Sentiment Analysis on X Data with DistilBERT and Huggingface: A Comprehensive Guide
• File: DistilBERT-sentiment-analysis.ipynb
4. Mastering RNNs for Stock Prediction: TensorFlow & Python Tutorial
• File: SBUX_predictor.ipynb
5. Accelerating Materials Discovery with Deep Learning using PyTorch: Band - gap Prediction
• File: Band_Gap_Predictor.ipynb
6. Approximating Sine Functions with Neural Networks: A Deep Learning Tutorial
• File: FFNN-regression.ipynb