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4 changes: 2 additions & 2 deletions labs/faq.md
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- `rocm7.1` to get AMD ROCm 7.1 build (Linux only).

On macOS, the `--extra-index-url` has no effect and the Metal support is
installed in any case.
installed irrespective of this flag.

**To update the `npfl138` package later, use `python3 -m pip install --user --upgrade npfl138`.**
- _Installing to a virtual environment_
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```
This creates a new remote `course_repo` and a clone of the `master` branch
from it; however, `git pull` and `git push` in this branch will operate
on the repository your cloned originally.
on the repository you cloned originally.

To update your branch with the changes from the course repository, run
```
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2 changes: 1 addition & 1 deletion tasks/mnist_layers_activations.md
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Before solving the assignment, start by playing with
[example_pytorch_tensorboard.py](https://github.com/ufal/npfl138/tree/master/labs/01/example_pytorch_tensorboard.py),
in order to familiarize with PyTorch and TensorBoard. After running the example,
in order to familiarize yourself with PyTorch and TensorBoard. After running the example,
start TensorBoard in the same directory using `tensorboard --logdir logs` and
open <http://localhost:6006> in a browser and explore the generated logs.

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2 changes: 1 addition & 1 deletion tasks/numpy_entropy.md
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#### Tests: numpy_entropy_tests
#### Examples: numpy_entropy_examples

The goal of this exercise is to familiarize with Python, NumPy and ReCodEx
The goal of this exercise is to familiarize yourself with Python, NumPy and the ReCodEx
submission system. Start with the
[numpy_entropy.py](https://github.com/ufal/npfl138/tree/master/labs/01/numpy_entropy.py).

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2 changes: 1 addition & 1 deletion tasks/pca_first.md
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#### Points: 2 points
#### Tests: pca_first_tests

The goal of this exercise is to familiarize with PyTorch `torch.Tensor`s,
The goal of this exercise is to familiarize yourself with PyTorch `torch.Tensor`s,
shapes and basic tensor manipulation methods. Start with the
[pca_first.py](https://github.com/ufal/npfl138/tree/master/labs/01/pca_first.py)
template.
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