Sebastian Raschka
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- mlxtend — A library of extension and helper modules for Python's data analysis and machine learning libraries. 2 Sept
- reasoning-from-scratch — Implement a reasoning LLM in PyTorch from scratch, step by step 1 Sept
- LLMs-from-scratch — Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 1 Sept
- ai-detector-from-scratch — End-to-end project training and building AI models / LLMs to detect AI-written text 1 Sept
- llm-architecture-gallery — LLM Architecture Gallery source data 30 Aug
- How Claude Watermarks AI-Generated Text 22 Aug
- macos-pdf-splitter — Native macOS app for splitting and converting PDF figures 21 Aug
- Building an AI Text Detector From Scratch 15 Aug
- python-machine-learning-book — The "Python Machine Learning (1st edition)" book code repository and info resource 18 Jul
- Controlling Reasoning Effort in LLMs 18 Jul
- Using Local Coding Agents 27 Jun
- local-coding-agent-evals 26 Jun
- machine-learning-book — Code Repository for Machine Learning with PyTorch and Scikit-Learn 15 Jun
- LLM Research Papers: The 2026 List (January to May) 6 Jun
- Recent Developments in LLM Architectures: KV Sharing, mHC, and Compressed Attention 16 May
- My Workflow for Understanding LLM Architectures 18 Apr
- workflow-understanding-LLM-architectures — Materials for the "My Workflow for Understanding LLM Architectures" tutorial 10 Apr
- mini-coding-agent — Minimal and readable coding agent harness implementation in Python to explain the core components of coding agents. 7 Apr
- Components of A Coding Agent 4 Apr
- A Visual Guide to Attention Variants in Modern LLMs 22 Mar
- A Dream of Spring for Open-Weight LLMs: 10 Architectures from Jan-Feb 2026 25 Feb
- Categories of Inference-Time Scaling for Improved LLM Reasoning 24 Jan
- The State Of LLMs 2025: Progress, Problems, and Predictions 30 Dec 2025
- LLM Research Papers: The 2025 List (July to December) 30 Dec 2025
- watermark — An IPython magic extension for printing date and time stamps, version numbers, and hardware information 21 Dec 2025
- math_full_minus_math500 — The MATH training dataset without MATH-500 test portion 20 Dec 2025
- MachineLearning-QandAI-book — Machine Learning Q and AI book 17 Dec 2025
- From DeepSeek V3 to V3.2: Architecture, Sparse Attention, and RL Updates 3 Dec 2025
- Beyond Standard LLMs 4 Nov 2025
- Understanding the 4 Main Approaches to LLM Evaluation (From Scratch) 5 Oct 2025
- bugreport — A repository to store code examples to reproduce issues for bug reports. 14 Sept 2025
- Understanding and Implementing Qwen3 From Scratch 6 Sept 2025
- From GPT-2 to gpt-oss: Analyzing the Architectural Advances 9 Aug 2025
- The Big LLM Architecture Comparison 19 Jul 2025
- LLM Research Papers: The 2025 List (January to June) 1 Jul 2025
- rasbt 21 Jan 2025
- RAGs — RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems 20 Jan 2025
- LLM-workshop-2024 — A 4-hour coding workshop to understand how LLMs are implemented and used 13 Jan 2025
- stat451-machine-learning-fs20 — STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020) 28 Sept 2024