Open Source
VectorFlow
A minimalist neural network library optimized for sparse data and single machine environments.
Our verdict
We have not reviewed VectorFlow yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About VectorFlow
VectorFlow is a minimalist neural network library written in D, optimized for sparse data and single machine environments. It provides a lightweight framework for building and running neural networks without distributed system overhead.
Best for
Developers building lightweight neural network models for observability on a single machine
Use cases
- Train anomaly detection models on sparse system metrics
- Run lightweight classification on log data
- Deploy minimal inference pipelines for edge monitoring
Notes
1,294 stars on GitHub. Last updated 2024-05-02. Licensed Apache-2.0.
Pros
- Optimized for sparse data, reducing memory and compute
- Simple, single-machine setup with no distributed dependencies
- Minimalist design makes it easy to integrate into existing D projects
Cons
- Limited to single machine environments, not suitable for large-scale distributed training
- D language has a smaller ecosystem and developer community
- No built-in support for advanced features like automatic differentiation or GPU acceleration
Key facts
What we have checked
- GitHub stars
- 1,296
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How VectorFlow is growing
1,294 to 1,296
Alternatives
Alternatives to VectorFlow
| Record | Type | How we know | Checked |
|---|---|---|---|
| CaffeThis is an alternative to it | Open source | Named in the listing | Not dated |
| JaxThis is an alternative to it | Open source | Named in the listing | Not dated |
| PyTorchThis is an alternative to it | Open source | Named in the listing | Not dated |
| TensorFlowThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare VectorFlow side by side
Sources
Where this comes from
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Caffe
Community
Caffe: a fast open framework for deep learning.
Jax
Community
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
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