frogstar-world-b

frogstar-world-b

Graph-NNs

Practical tutorials of Graph NNs to classify nodes and graphs using PyTorch Geometric (aka PyG).

CatBoost-Healthcare-Data

Apply advanced classification and regression using CatBoost to data from the healthcare/insurance sector.

Time-Series

Gradio-FastAPI-Application

Gradio-Crash-Course

Pizza-OrderBot

ChatGPT-Prompt-Engineering

Transfer-Learning-ChemBERTa

Apply fine-tuning and transfer learning for regression to ChemBERTa, a BERT-like model applied to chemical SMILES data.

Swift-App

Pytorch-For-DeepNNs

From zero-to-hero type tutorials for training Deep NNs with Pytorch.

Finetune-BERT

Fine-tune a BERT model for a sentiment analysis task using 50,000 IMDB movie reviews and their sentiment labels.

Nano-GPT

Build a Generative Pre-trained Transformer (GPT) from scratch in stages using the works of Shakespeare for training.

Gaussian-Process

Fun with Gaussian processes.

keras_mnist

Image classification with Keras

probability

monte_carlo_sims