All Categories - Jorgen Bergstrom

All Categories

Worked Examples

CNN Cats vs Dogs Classification

Can ChatGPT Predict Hammer Throw Distance?

Neural Network Analysis of Hammer Throw Distance using PyTorch

Neural Network Analysis of Hammer Throw Distance using Scikit-Learn

Neural Network Analysis of Hammer Throw Distance using TensorFlow Keras

Scikit-Learn Regression of Hammer Throw Distance

Hammer Throw: Generate Training Data

Hammer Throw Distance Calculation when No Air Drag

Physics Calculation of Hammer Throw Distance with Air Drag

Neural Networks

A Tiny Neural Network, Explained

Predicting Cancer with a Tiny Autograd Engine

A Tiny Autograd Engine, Explained

Machine Learning Terminology

Backpropagation Part 3: 1 Hidden Layer, N Perceptrons

Backpropagation Part 2: 1 Hidden Layer, 2 Perceptrons

Backpropagation Part 1: Single Perceptron

Polymer Mechanics

The 98% Was an Illusion: Five Ways to Classify a Polymer Curve

Synethetic DIC Data Generator

2D Digital Image Correlation, Driven by Natural Language

Rubber or Thermoplastic: a Stress-Strain Image Classifier

Local LLM

Benchmarking Local LLMs on MMLU: What 14,042 Questions Taught Me

Does Reasoning Help? A Paired MMLU Study on a Local 27B Model

Install llama.cpp and Gemma from Huggingface

Python Setup

Calculate Pi Using Python

Install JupyterLab

Set Up Python For ML