--- title: "caffe vs rembo" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bvlc-caffe-vs-ziyuw-rembo" tools: ["bvlc-caffe", "ziyuw-rembo"] --- # caffe vs rembo *GraphCanon updated Jul 11, 2026* ## Verdict Pick caffe when caffe is primarily C++; rembo is Matlab; pick rembo when rembo is primarily Matlab; caffe is C++. [caffe](http://caffe.berkeleyvision.org/) reports 35k GitHub stars, 18k forks, and 1.2k open issues, last pushed Jul 31, 2024. [rembo](https://github.com/ziyuw/rembo) has 117 stars, 25 forks, and 3 open issues, last pushed Aug 4, 2013. Figures are from public GitHub metadata via [caffe's repository](https://github.com/BVLC/caffe) and [rembo's repository](https://github.com/ziyuw/rembo). | | [caffe](/tools/bvlc-caffe.md) | [rembo](/tools/ziyuw-rembo.md) | | --- | --- | --- | | Tagline | Caffe: a fast open framework for deep learning. | Bayesian optimization in high-dimensions via random embedding. | | Stars | 34,574 | 117 | | Forks | 18,458 | 25 | | Open issues | 1,209 | 3 | | Language | C++ | Matlab | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | - | | Categories | Computer Vision, Vector Databases | Evaluation & Observability, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [caffe](/tools/bvlc-caffe.md) | [rembo](/tools/ziyuw-rembo.md) | | --- | --- | --- | | Days since push | 710d | 4724d | | Open issues (now) | 1.2k | 3 | | Owner type | Organization | User | | Full report | [trust report](/tools/bvlc-caffe/trust.md) | [trust report](/tools/ziyuw-rembo/trust.md) | ## Choose when ### Choose caffe if… - caffe is primarily C++; rembo is Matlab. - Tags unique to caffe: c++, deep-learning, machine-learning, vision. - Also covers Computer Vision. ### Choose rembo if… - rembo is primarily Matlab; caffe is C++. - Tags unique to rembo: matlab. - Also covers Evaluation & Observability. ## When NOT to use caffe - Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## When NOT to use rembo - Last GitHub push was 4724 days ago (dormant maintenance, Aug 4, 2013). Validate activity before betting a new project on rembo. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## Common questions ### What is the difference between caffe and rembo? caffe: Caffe: a fast open framework for deep learning.. rembo: Bayesian optimization in high-dimensions via random embedding.. See the comparison table for live GitHub stats and shared categories. ### When should I choose caffe over rembo? Choose caffe over rembo when caffe is primarily C++; rembo is Matlab; Tags unique to caffe: c++, deep-learning, machine-learning, vision; Also covers Computer Vision. ### When should I choose rembo over caffe? Choose rembo over caffe when rembo is primarily Matlab; caffe is C++; Tags unique to rembo: matlab; Also covers Evaluation & Observability. ### When should I avoid caffe? Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### When should I avoid rembo? Last GitHub push was 4724 days ago (dormant maintenance, Aug 4, 2013). Validate activity before betting a new project on rembo. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### Is caffe or rembo more popular on GitHub? caffe has more GitHub stars (34,574 vs 117). Stars measure visibility, not whether either tool fits your constraints. ### Are caffe and rembo open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to caffe or rembo? GraphCanon lists graph-backed alternatives at [caffe alternatives](/tools/bvlc-caffe/alternatives) and [rembo alternatives](/tools/ziyuw-rembo/alternatives) ([caffe markdown twin](/tools/bvlc-caffe/alternatives.md), [rembo markdown twin](/tools/ziyuw-rembo/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/bvlc-caffe-vs-ziyuw-rembo.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, caffe or rembo? caffe: Dormant. rembo: 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 caffe and rembo? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [caffe trust report](/tools/bvlc-caffe/trust); [rembo trust report](/tools/ziyuw-rembo/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=bvlc-caffe`](/api/graphcanon/graph?tool=bvlc-caffe) - 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/_