Neural Network
Artificial neural networks (ANN) are computational systems that "learn" to perform tasks by considering examples, generally without being programmed with any task-specific rules.
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🚀 The feature, motivation and pitch
After the revert of pytorch/pytorch@7cf9b94 we've identified a need to add a lint that checks file names to ensure that they're compatible with Windows machines.
Observed error: (from example commit)
Error: error: invalid path 'test/test_ops_gradients.py '
A simple check on chang
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Visualizer for neural network, deep learning, and machine learning models
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pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
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fitDataset() expects a Dataset that produces elements of a certain shape, with matching batch sizes etc., and throws errors (from standardizeDataIteratorOutput()) when the conditions are not met. These errors should be tested.
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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In gensim/models/fasttext.py:
model = FastText(
vector_size=m.dim,
vector_size=m.dim,
window=m.ws,
window=m.ws,
epochs=m.epoch,
epochs=m.epoch,
negative=m.neg,
negative=m.neg,
# FIXME: these next 2 lines read in unsupported FB FT modes (loss=3 softmax or loss=4 onevsall,
# or model=3 superviA comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
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New Operator
Describe the operator
Why is this operator necessary? What does it accomplish?
This is a frequently used operator in tensorflow/keras
Can this operator be constructed using existing onnx operators?
If so, why not add it as a function?
I don't know.
Is this operator used by any model currently? Which one?
Are you willing to contribute it?
machine learning and deep learning tutorials, articles and other resources
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The "Python Machine Learning (1st edition)" book code repository and info resource
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While trying to speedup my single shot detector, the following error comes up. Any way to fix this,
/usr/local/lib/python3.8/dist-packages/nni/compression/pytorch/speedup/jit_translate.py in forward(self, *args)
363
364 def forward(self, *
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Deep learning library featuring a higher-level API for TensorFlow.
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WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
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Build your neural network easy and fast, 莫烦Python中文教学
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Current implementation of Go binding can not specify options.
GPUOptions struct is in internal package. And
go generatedoesn't work for protobuf directory. So we can't specify GPUOptions forNewSession.