diff --git a/.gitignore b/.gitignore index 91e989040..2552e7057 100644 --- a/.gitignore +++ b/.gitignore @@ -159,3 +159,7 @@ repo_data.csv student_repos/ reviews.csv bert_sentiment_model.pt +prediction*.json + +# vscode +.vscode/ diff --git a/README.md b/README.md index f95fbe67a..75b3a4c97 100644 --- a/README.md +++ b/README.md @@ -37,7 +37,7 @@ git clone https://github.com/SkafteNicki/dtu_mlops If you do not have git installed (yet) we will touch upon it in the course. The folder will contain all the exercise material for this course and lectures. Additionally, you should join our [Slack channel](https://join.slack.com/t/dtumlops/shared_invite/zt-29szus81f-JKANkZqhalPjKqKRPPY6xA) -which we use for communication. The link may be expired, write to [me](mailto:nsde@dtu.com). +which we use for communication. The link may be expired, write to [me](mailto:nsde@dtu.dk). ## 📂 Course organization diff --git a/pages/faq.md b/pages/faq.md index 227349ee2..7f2befc31 100644 --- a/pages/faq.md +++ b/pages/faq.md @@ -71,7 +71,7 @@ of December. We can give a grade on the Danish [7-point grading](https://ufm.dk/en/education/the-danish-education-system/grading-system) scale for foreign students who need it, where their home university does not accept pass/no-pass. You need to contact the course responsible -[Nicki](mailto:nsde@dtu.com) within the first week of the course to request this. Secondly, we may need to further +[Nicki](mailto:nsde@dtu.dk) within the first week of the course to request this. Secondly, we may need to further validate your work, so please be prepared for doing a short oral exam on one of the last days of the course. ## I am a EuroTEQ student, any special rules for me ❔ diff --git a/s10_extra/high_performance_clusters.md b/s10_extra/high_performance_clusters.md index 57f9816be..30621162f 100644 --- a/s10_extra/high_performance_clusters.md +++ b/s10_extra/high_performance_clusters.md @@ -21,7 +21,6 @@ Tier, the larger applications it is possible to run.
![Image](../figures/hpc_tiers.png){ width="800" } -
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## Cluster architectures diff --git a/s1_development_environment/editor.md b/s1_development_environment/editor.md index 5406b08c9..bd7f736b7 100644 --- a/s1_development_environment/editor.md +++ b/s1_development_environment/editor.md @@ -27,7 +27,7 @@ Below, you see an overview of the VS Code interface
![Image](../figures/vscode.PNG){ width="700" } -
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+
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The main components of VS Code are: diff --git a/s3_reproducibility/docker.md b/s3_reproducibility/docker.md index 3b73b83dc..2fcd489d9 100644 --- a/s3_reproducibility/docker.md +++ b/s3_reproducibility/docker.md @@ -61,7 +61,7 @@ The whole point of using Docker is that sharing applications becomes much easier
![Image](../figures/docker_share.png){ width="1000" } -
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+
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## ❔ Exercises diff --git a/s4_debugging_and_logging/boilerplate.md b/s4_debugging_and_logging/boilerplate.md index 4022cdc90..cad6a53bc 100644 --- a/s4_debugging_and_logging/boilerplate.md +++ b/s4_debugging_and_logging/boilerplate.md @@ -320,8 +320,8 @@ framework to do some of the heavy lifting you need to have gone through some of 10. (Optional) As default PyTorch uses `float32` for representing floating point numbers. However, research have shown that neural network training is very robust towards a decrease in precision. The great benefit going from `float32` to `float16` is that we get approximately half the - [memory consumption](https://www.khronos.org/opengl/wiki/Small_Float_Formats). Try out half-precision training in - PyTorch lightning. You can enable this by setting the + [memory consumption](https://en.wikipedia.org/wiki/Half-precision_floating-point_format). Try out half-precision + training in PyTorch lightning. You can enable this by setting the [precision](https://lightning.ai/docs/pytorch/latest/common/trainer.html#precision) flag in the `Trainer`. ??? success "Solution" diff --git a/s5_continuous_integration/github_actions.md b/s5_continuous_integration/github_actions.md index 1253697c7..deb1b4ac0 100644 --- a/s5_continuous_integration/github_actions.md +++ b/s5_continuous_integration/github_actions.md @@ -39,7 +39,7 @@ Let's take a look at how a GitHub workflow file is organized:
![Image](../figures/actions.png){ width="1000" }
- Image credit + Image credit