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Currently constructing ArrayLike objects (TensorFlow tensors, pytorch tensors, dask arrays, ...) filled with image data takes a process of the form:
```
data_in_storage -(decoding by backend)-> ba…
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Hi,
First of all, thanks a lot for your hard work to make geospatial insights available for all, your tutorials are great.
I took the lesson 5: Semantic segmentation with geospatial data, the note…
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I'm trying to use pytorchviz to visualize a simple neural net trained with pytorch. I used the following code
`make_dot(torch.from_numpy(pred), params=dict(model.named_parameters()), show_attrs=Tr…
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### 🚀 The feature, motivation and pitch
This feature request proposes the extension of `BatchNorm1d` to the PyTorch library. `NaiveSyncBatchNorm1d` is an extension of the existing `nn.BatchNorm1d` …
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There are a great number of things that I am not happy about with regards to the API of Gorgonia. The original package Gorgonia was based on was designed to do a few machine learning things well (not…
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### Your current environment
```text
Collecting environment information...
PyTorch version: 2.4.0+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N/A
…
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I'm implementing a BayesianLinear layer implemented like this:
`self.dense = BayesianLinear(opt.hidden_dim, opt.polarities_dim, freeze = False)`
my loss from model.sample_elbo() returns "inf", and…
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Good afternoon!
Our ML team uses drain3 to transform system logs as part of a larger classification pipeline. In this pipeline, we use a pre-trained template miner to transform all of the batched log…
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Hi,
I have a problem when I do the command
`th main.lua -data_file train.hdf5 -val_data_file train-val.hdf5`
I have the error :
`/home/anthony/torch/install/bin/luajit: main.lua:40: bad …
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### Discussed in https://github.com/mrdbourke/pytorch-deep-learning/discussions/398
Originally posted by **Pritush09** April 13, 2023
class LinearRegressionModel2(nn.Module):
def __init__(s…