PyTorch: Why view() fails after transpose()
transpose() makes tensors non-contiguous (logical ≠ physical order). view() only works with contiguous tensors → RuntimeError. Solution: Use reshape() instead of view()!
10/31/2025·Blog
~/notes
Data Science study notes. Code, thoughts, experiments.
SwabianGPT: How I finetuned a LLM for dialect-translation
A practical journey through fine-tuning a LLAMA 3.1 model to translate between Standard German and Swabian dialect, covering data preparation with synthetic context, QLoRA-based training techniques, …
01/02/2025·Blog
Building a Neural Network from Scratch with Python & NumPy
A beginner-friendly guide to neural networks: from individual neurons to a complete Python model that predicts house prices using NumPy.
08/27/2024·Blog
Leetcode Problem 26: Remove Duplicates from Sorted Array
A JavaScript solution to LeetCode's "Remove Duplicates" problem, showing the evolution from initial approach to final implementation, with explanations of bugs encountered and solutions discovered …
07/03/2024·Blog
Leetcode Problem 35: Search Insert Position in Javascript
A concise solution to LeetCode's Search Insert Position problem using linear search to find where a target value belongs in a sorted array, achieving excellent runtime performance.
03/28/2024·Blog
Leetcode Problem 7: Reverse Integer
Solution approach for LeetCode problem 07: 'Reverse Integer'
03/07/2024·Blog
Linear Regression in Machine Learning: A Beginner’s Guide
An introductory explanation of linear regression that breaks down the fundamental concepts including model definition, cost function, and gradient descent, using a simple student study hours example …
01/25/2024·Blog