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libdl

Simple yet powerful deep learning

https://github.com/themrsheldon/libdl

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.9%) to scientific vocabulary

Keywords

deeplearning
Last synced: 4 months ago · JSON representation ·

Repository

Simple yet powerful deep learning

Basic Info
Statistics
  • Stars: 2
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 2
Topics
deeplearning
Created about 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

libdl

Simple yet powerful deep learning

GPL 2.0 License Current Release
Documentation  |  API  |  Examples  |  Citation

Usage

```cpp int main(int argc, char* argv[]) { MyModel model;

auto conf = dl::TrainerConfBuilder<MyModel>()
            .setDataset<MyDataset>()
            .setOptimizer<dl::optim::GradientDescent>(model.parameters())
            .addObserver(dl::observers::limitEpochs(10))
            .addObserver(dl::observers::earlyStopping(3))
            .addObserver(dl::observers::consoleUI())
            .build();
auto trainer = dl::Trainer(std::move(conf));
trainer.fit(model, dl::lossAdapter(dl::loss::mse));
trainer.test(model);
return 0;

} ```

Installation

CMake

cmake FetchContent_Declare(libdl GIT_REPOSITORY https://github.com/TheMrSheldon/libdl.git) FetchContent_MakeAvailable(libdl) target_link_libraries(<mytarget> PUBLIC libdl)

Owner

  • Name: Sheldon
  • Login: TheMrSheldon
  • Kind: user

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: libdl
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Tim
    family-names: Hagen
repository-code: 'https://github.com/TheMrSheldon/libdl'
url: 'https://themrsheldon.github.io/libdl/index.html'
license: GPL-3.0

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Dependencies

.github/workflows/builddocs.yaml actions
  • JamesIves/github-pages-deploy-action v4 composite
  • actions/checkout v3 composite
.github/workflows/tests.yaml actions
  • actions/checkout v4 composite
.github/workflows/publish.yaml actions
  • actions/checkout v4 composite
  • softprops/action-gh-release v2 composite