Comparison
LLMs-from-scratch vs machine-learning-for-trading
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
vs
| LLMs-from-scratch | machine-learning-for-trading | |
|---|---|---|
| Tagline | Implement a ChatGPT-like LLM in PyTorch from scratch | Code for Machine Learning for Trading, 3rd edition |
| Stars | 99k | 20k |
| Forks | 15k | 5.4k |
| Open issues | 4 | 1 |
| Language | Jupyter Notebook | Jupyter Notebook |
| License | Other | MIT |
| Last pushed | Jun 2, 2026 | Jul 7, 2026 |
| Categories | Model Training, LLM Frameworks | Model Training, Developer Tools |
| Typed relationship | LLMs-from-scratch machine-learning-for-trading | |
Choose LLMs-from-scratch if…
- More widely adopted - 99k stars vs 20k.
- Also covers LLM Frameworks.