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2 changes: 1 addition & 1 deletion docs/awesome/awesome-agi-cocosci.md
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* [Abduction in Logic Programming](https://web.stanford.edu/class/cs227/Readings/Abudction%20in%20LP.pdf) - ***Computational Logic***, 2002. [[All Versions](https://scholar.google.com/scholar?cluster=902643678163312237&hl=en&as_sdt=0,5)]. The revised version of the ALP paper.

* [Bayesian Abductive Logic Programs: A Probabilistic Logic for Abductive Reasoning](https://www.cs.utexas.edu/~ml/papers/raghavan.starai10.pdf) - ***IJCAI'11***, 2011. [[All Versions](https://scholar.google.com/scholar?cluster=4453424083730209198&hl=en&as_sdt=0,5)].
* [Bayesian Abductive Logic Programs: A Probabilistic Logic for Abductive Reasoning](https://dl.acm.org/doi/abs/10.5555/2283696.2283887) - ***IJCAI'11***, 2011. [[All Versions](https://scholar.google.com/scholar?cluster=4453424083730209198)]. [[Preprint](https://www.cs.utexas.edu/~ml/papers/raghavan.starai10.pdf)]. This work introduces Bayesian Abductive Logic Programs (BALP), a probabilistic logic that adapts Bayesian Logic Programs (BLPs) for abductive reasoning. Like BLPs, BALPs also combine first-order logic and Bayes nets. However, unlike BLPs, which use deduction to construct Bayes nets, BALPs employ logical abduction. As a result, BALPs are more suited for problems like plan/activity recognition that require abductive reasoning.

* [Abductive Plan Recognition by Extending Bayesian Logic Programs](https://www.cs.utexas.edu/~ml/papers/raghavan.ecml11.pdf) - ***ECML'11***, 2011. [[All Versions](https://scholar.google.com/scholar?cluster=7276511797197017483&hl=en&as_sdt=0,5)].

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4 changes: 3 additions & 1 deletion docs/awesome/awesome-billing.md
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Expand Up @@ -620,7 +620,7 @@ How much net value do you produce per customer? The Customer Lifetime Value (CLV

### Data Engineering

To industrialize data production and consumption, your need data engineers to clean up, persist and consolidate data. Only after you get these data foundation you might think of onboarding data scientists.
To industrialize data production and consumption, your need data engineers to clean up, persist and consolidate data. Only after you get these data foundations you might think of onboarding data scientists.

- [AI vs Data Science vs Data Engineering](https://blog.insightdatascience.com/how-emerging-ai-roles-fit-in-the-data-landscape-d4cd922c389b) - “Data Engineers build data pipelines and infrastructure to ensure a constant availability of transformed data. Data Scientists analyze and build models from these data to develop new product features or drive the bottom line of the business.” As for AI professionals, their focus is on cognitive automation.

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- [Never Use Floats for Money](https://husobee.github.io/money/float/2016/09/23/never-use-floats-for-currency.html) - “This is precisely the problem we have when trying to represent 10^-1, or 0.1 in binary. There is not an exact binary representation of 0.1 or 0.01.”

- [The Soul of an Old Machine: Revisiting the Timeless von Neumann Architecture](https://ankush.dev/p/neumann_architecture) - Floats were suspicious even before the first general-purpose computer (EDVAC) was built: “Von Neumann wasn't entirely sold on why we might need floating-point numbers. He was quite vocal in his critique of floating-point numbers.” The author of this article complement this critique by illustrating the issue of precision and rounding.

- [European Spreadsheet Risks Interest Group - Horror Stories](https://eusprig.org/research-info/horror-stories/) - A collection of cases in which uncontrolled and untested spreadsheet models led to lost revenue, mispricing, poor decision making, fraud and systemic financial failure.

### Tools
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Expand Up @@ -380,6 +380,7 @@ Native desktop applications for managing and monitoring docker hosts and cluster
- [dockering-on-rails](https://github.com/Electrofenster/dockerding-on-rails) :skull: - Simple Web-Interface for Docker with a lot of features by [@Electrofenster](https://github.com/Electrofenster/)
- [DockerSurfer](https://github.com/Simone-Erba/DockerSurfer) :skull: - A web service for analyze and browse dependencies between Docker images in the Docker registry, by [@Simone-Erba](https://github.com/Simone-Erba/)
- [dockge](https://github.com/louislam/dockge) - easy-to-use and reactive self-hosted docker compose.yaml stack-oriented manager by [@louislam](https://github.com/louislam).
- [Komodo](https://github.com/mbecker20/komodo) - A tool to build and deploy software on many servers
- [Kubevious](https://github.com/kubevious/kubevious) - A highly visual web UI for Kubernetes which renders configuration and state in an application centric way by [@rubenhak](https://github.com/rubenhak).
- [Mafl](https://github.com/hywax/mafl) - Minimalistic flexible homepage by [@hywax](https://github.com/hywax/)
- [netdata](https://github.com/netdata/netdata) - Real-time performance monitoring
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5 changes: 3 additions & 2 deletions docs/awesome/awesome-dotfiles.md
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- [Google for "dotfiles"](https://www.google.nl/search?q=dotfiles)
- [Archlinux collection](https://wiki.archlinux.org/index.php/Dotfiles)
- Tip: search for a filename on GitHub, e.g.
[in:path .gitconfig](https://github.com/search?utf8=%E2%9C%93&type=Code&q=in%3Apath+.gitconfig).
[path:\*\*/.gitconfig](https://github.com/search?type=code&q=path%3A**%2F.gitconfig).

## Example dotfiles repos

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packages automatically activated during shells or editors startup. There is a wide range of packages already
available. in the [Official Pearl Hub](https://github.com/pearl-hub) (for Linux and OSX).
- [rcm](https://github.com/thoughtbot/rcm) - rc file (dotfile) management.
- [rotz](https://github.com/volllly/rotz) - Fully cross platform dotfile manager and dev environment bootstrapper written in Rust.
- [themer](https://github.com/themerdev/themer) - Manage and generate themes across your development tools from within
your dotfiles.
- [toml-bombadil](https://github.com/oknozor/toml-bombadil) - Templatize and manage your dotfiles.
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- [osxc](http://osxc.github.io)
- [vcsh](https://github.com/RichiH/vcsh)
([article](https://blog.tfnico.com/2014/03/managing-dot-files-with-vcsh-and-myrepos.html),
[article](https://www.kunxi.org/2014/02/manage-dotfiles-using-vcsh-and-mr/))
[article](https://www.kunxi.org/blog/2014/02/manage-dotfiles-using-vcsh-and-mr/))
- [YADR](http://skwp.github.io/dotfiles/)

## License
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