Radim Urban | Blog

SVHN Image and Label Synthesis with Conditional DCGAN

We implement a conditional Deep Convolutional Generative Adversarial Network (DCGAN) sampling high-quality Street View House Numbers (SVHN), conditioned on an embedding of a desired label.
Apr 19, 2024 - EESTec AI Marathon (3rd place)

Solar PV Forecasting System for Trading

Solar photovoltaic (PV) forecasting system enabling renewable energy producers to optimize day-ahead trading.
Apr 26, 2024 - Datathon.AI

Using LSTM Recurrent Neural Networks to Predict Sepsis from Clinical Data

Training LSTM-RNN-based model using time-series of raw clinical data measurements for early detection of sepsis.
Mar 30, 2024

Intuitive Understanding & In-Code Implementation of Dropout

Dropout helps to prevent overfitting and encourages the network to be more robust by preventing reliance on specific neurons.
Nov 26, 2023

Prompting LLM to get protected information.

Observing and passing Gandalf The White.
Nov 15, 2023

Principal Component Analysis - Derived & Coded

Principal Component Analysis (PCA) is a method to get low dimensional representation of a high-dimensional dataset without losing the important features.
Jul 7, 2023