{"id":22703315,"url":"https://github.com/justanhduc/neuralnet","last_synced_at":"2025-04-13T09:24:31.260Z","repository":{"id":57445767,"uuid":"92013778","full_name":"justanhduc/neuralnet","owner":"justanhduc","description":"A high level framework for general purpose neural networks in 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Neuralnet\n\nA high level framework for general purpose neural networks written in Theano.\n\n__THIS IS MY LAST COMMIT!__\n\nRecently, I haved decided to depart from Theano in favor of Pytorch. \nI am working in a project similar to this [here](https://github.com/justanhduc/neuralnet-pytorch). \nPlease check it out.\n\nThank you Theano!!\nIt's been a hell of a ride.\n\n## Requirements\n\n[Theano](http://deeplearning.net/software/theano/)\n\n[Scipy](https://www.scipy.org/install.html) \n\n[Numpy+mkl](http://www.lfd.uci.edu/~gohlke/pythonlibs/#numpy)\n\n[Matplotlib](https://matplotlib.org/)\n\n[tqdm](https://github.com/tqdm/tqdm)\n\n[visdom](https://github.com/facebookresearch/visdom)\n\n\n## Installation\nTo install a stable version, use the following command\n\n```\npip install neuralnet\n```\n\nThe version in this repo tends to be newer since I am lazy to make a new version available on Pypi when the change is tiny. \nTo install the version in this repo execute\n\n```\npip install git+git://github.com/justanhduc/neuralnet.git@master (--ignore-installed) (--no-deps)\n```\n\n## Pretrained Models\n[VGG16](https://s3.ap-northeast-2.amazonaws.com/pretrained-theano-models/vgg16_from_pytorch.npz)\n\n[VGG19](https://s3.ap-northeast-2.amazonaws.com/pretrained-theano-models/vgg19_from_pytorch.npz)\n\n[ResNet18](https://s3.ap-northeast-2.amazonaws.com/pretrained-theano-models/resnet18_from_pytorch.npz)\n\n[ResNet34](https://s3.ap-northeast-2.amazonaws.com/pretrained-theano-models/resnet34_from_pytorch.npz)\n\n[ResNet50](https://s3.ap-northeast-2.amazonaws.com/pretrained-theano-models/resnet50_from_pytorch.npz)\n\n[ResNet101](https://s3.ap-northeast-2.amazonaws.com/pretrained-theano-models/resnet101_from_pytorch.npz)\n\n[ResNet152](https://s3.ap-northeast-2.amazonaws.com/pretrained-theano-models/resnet152_from_pytorch.npz)\n\nAll the tests for these models are available at [test.py](https://github.com/justanhduc/neuralnet/tree/master/neuralnet/test.py).\nAlso, checkout the file for example usages.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustanhduc%2Fneuralnet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjustanhduc%2Fneuralnet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustanhduc%2Fneuralnet/lists"}