--- title: "Data-Science-EBooks vs alpaca-lora" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/aniketpotabatti-data-science-ebooks-vs-tloen-alpaca-lora" tools: ["aniketpotabatti-data-science-ebooks", "tloen-alpaca-lora"] --- # Data-Science-EBooks vs alpaca-lora *GraphCanon updated Jul 11, 2026* ## Verdict Pick Data-Science-EBooks when tags unique to Data-Science-EBooks: ai, computer-vision, data-analysis, data-mining; pick alpaca-lora when tags unique to alpaca-lora: jupyter notebook. [Data-Science-EBooks](https://github.com/aniketpotabatti/Data-Science-EBooks) reports 942 GitHub stars, 297 forks, and 0 open issues, last pushed Nov 30, 2025. [alpaca-lora](https://github.com/tloen/alpaca-lora) has 19k stars, 2.2k forks, and 366 open issues, last pushed Jul 29, 2024. Figures are from public GitHub metadata via [Data-Science-EBooks's repository](https://github.com/aniketpotabatti/Data-Science-EBooks) and [alpaca-lora's repository](https://github.com/tloen/alpaca-lora). | | [Data-Science-EBooks](/tools/aniketpotabatti-data-science-ebooks.md) | [alpaca-lora](/tools/tloen-alpaca-lora.md) | | --- | --- | --- | | Tagline | Welcome to the Data Science EBooks repository! This collection offers a variety of high-quality ebooks on Data Science, Machine Learning, and AI. Perfect for both beginners and advanced learners, expl | Instruct-tune LLaMA on consumer hardware | | Stars | 942 | 18,913 | | Forks | 297 | 2,185 | | Open issues | 0 | 366 | | Language | - | Jupyter Notebook | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | - | Apache-2.0 | | Categories | Computer Vision | Computer Vision, Inference & Serving, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Data-Science-EBooks](/tools/aniketpotabatti-data-science-ebooks.md) | [alpaca-lora](/tools/tloen-alpaca-lora.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Dormant (18%) | | Days since push | 222d | 712d | | Open issues (now) | 0 | 366 | | Security scan | No lockfile | 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low) | | Full report | [trust report](/tools/aniketpotabatti-data-science-ebooks/trust.md) | [trust report](/tools/tloen-alpaca-lora/trust.md) | ## Choose when ### Choose Data-Science-EBooks if… - Tags unique to Data-Science-EBooks: ai, computer-vision, data-analysis, data-mining. - More recently updated (last pushed Nov 30, 2025). ### Choose alpaca-lora if… - Tags unique to alpaca-lora: jupyter notebook. - Also covers Inference & Serving, Model Training. - alpaca-lora ships Docker support for self-hosted deployment. ## When NOT to use Data-Science-EBooks - Last GitHub push was 223 days ago (slowing maintenance, Nov 30, 2025). Validate activity before betting a new project on Data-Science-EBooks. ## When NOT to use alpaca-lora - Last GitHub push was 712 days ago (dormant maintenance, Jul 29, 2024). Validate activity before betting a new project on alpaca-lora. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## Common questions ### What is the difference between Data-Science-EBooks and alpaca-lora? Data-Science-EBooks: Welcome to the Data Science EBooks repository! This collection offers a variety of high-quality ebooks on Data Science, Machine Learning, and AI. Perfect for both beginners and advanced learners, expl. alpaca-lora: Instruct-tune LLaMA on consumer hardware. See the comparison table for live GitHub stats and shared categories. ### When should I choose Data-Science-EBooks over alpaca-lora? Choose Data-Science-EBooks over alpaca-lora when Tags unique to Data-Science-EBooks: ai, computer-vision, data-analysis, data-mining; More recently updated (last pushed Nov 30, 2025). ### When should I choose alpaca-lora over Data-Science-EBooks? Choose alpaca-lora over Data-Science-EBooks when Tags unique to alpaca-lora: jupyter notebook; Also covers Inference & Serving, Model Training; alpaca-lora ships Docker support for self-hosted deployment. ### When should I avoid Data-Science-EBooks? Last GitHub push was 223 days ago (slowing maintenance, Nov 30, 2025). Validate activity before betting a new project on Data-Science-EBooks. ### When should I avoid alpaca-lora? Last GitHub push was 712 days ago (dormant maintenance, Jul 29, 2024). Validate activity before betting a new project on alpaca-lora. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is Data-Science-EBooks or alpaca-lora more popular on GitHub? alpaca-lora has more GitHub stars (18,913 vs 942). Stars measure visibility, not whether either tool fits your constraints. ### Are Data-Science-EBooks and alpaca-lora open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to Data-Science-EBooks or alpaca-lora? GraphCanon lists graph-backed alternatives at [Data-Science-EBooks alternatives](/tools/aniketpotabatti-data-science-ebooks/alternatives) and [alpaca-lora alternatives](/tools/tloen-alpaca-lora/alternatives) ([Data-Science-EBooks markdown twin](/tools/aniketpotabatti-data-science-ebooks/alternatives.md), [alpaca-lora markdown twin](/tools/tloen-alpaca-lora/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/aniketpotabatti-data-science-ebooks-vs-tloen-alpaca-lora.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Data-Science-EBooks or alpaca-lora? Data-Science-EBooks: Slowing. alpaca-lora: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for Data-Science-EBooks and alpaca-lora? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Data-Science-EBooks trust report](/tools/aniketpotabatti-data-science-ebooks/trust); [alpaca-lora trust report](/tools/tloen-alpaca-lora/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=aniketpotabatti-data-science-ebooks`](/api/graphcanon/graph?tool=aniketpotabatti-data-science-ebooks) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_