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The following Linear Operator Library has recently been released, https://cola.readthedocs.io/en/latest/index.html, which allows for lazy evaluation in the following manner,
`lazy_A = cola.fns.lazi…
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Hello. I noticed that the time required for building the pipeline grows linearly with the number of sample in the video list. I am using more or less this code:
```
train_loader = DALIGenericIterato…
elmuz updated
2 months ago
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Currently, we only take advantage of savings for computing the kernel gram matrix, and computing a gram solve in GP predictions.
We neglect:
- Efficiency of matrix solves and log-determinants…
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Currently the only supported format for reading/writing matrices is the matrix market format (see PRs #94 and #98).
There are other, more general, data iterchange formats (JSON, YAML, etc.) which cou…
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### 🚀 The feature, motivation and pitch
Currently, the `torch.lobpcg` matrix-free eigensolver only supports fully materialized dense or sparse tensors as input. This makes it impossible to, for examp…
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We can simplify our solver routines (and avoid creating new wrapper classes to non-deal.II) by adding a concept which represents application of a linear operator.
Related to #15637.
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Linear operators should adhere by similar broadcasting rules as ``RandomVariable``s and ``np.ndarray``s. For example
```python
from probnum.linalg.linear_operators import Identity
A = Identity(5)…
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re compatability with units library ( and indeed other libraries)
https://github.com/mpusz/units
Both units library and la library should constrain operators multiplying by scalars to avoid ambi…
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I am trying to install Caffe2 on my Ubuntu PC but I keep getting error messages that I don't understand anything from. I have installed CUDA 8.0 and cuDNN 7.0 when I run `nvcc --version` I get
```
…
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# Failing Tests
> Please see the failing tests divided into sections below. Click on each section to expand. Feel free to get assigned to an issue by following the instructions [here](https://unify.ai…