catala
Pandas
catala | Pandas | |
---|---|---|
35 | 397 | |
1,922 | 42,039 | |
1.1% | 0.7% | |
9.7 | 10.0 | |
4 days ago | 2 days ago | |
OCaml | Python | |
Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
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catala
- Co to znaczy być edżajlowi?
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Hey, Computer, Make Me a Font
Programming and law can go together tho https://github.com/CatalaLang/catala
- GitHub - CatalaLang/catala: Programming language for literate programming law specification
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CatalaLang/catala: Programming language for law specification
Law is a mess, in part because its authors take shortcuts. For example, from the first example on CatalaLang's README.md:
> If the property was acquired by gift [and various conditions apply], then for the purpose of determining loss the basis shall be such fair market value. [emphasis added]
I think (and I'm not a lawyer or a tax expert) that this means that the basis of an asset can have a different value for the purpose of determining gain or determining loss. Wow, basis isn't just a number, although one might not notice this if one didn't read the six emphasized words.
But the Catala code seems to completely ignore this. Oops. I filed an issue:
https://github.com/CatalaLang/catala/issues/514
In a real use case, I imagine that substantial refactoring of the parts that consume basis might be needed when one notices that the basis is not a number.
- Catala – Programming language for literate programming law specification
- Code source du calcul de la taxe foncière
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Looking for a language to visualize logic relationships
Catals is a language trying to exactly this.
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Have any of you considered law school with a math background?
There's even a programming language for that: https://catala-lang.org/
Pandas
- PDEP-13: The Pandas Logical Type System
- PHP Doesn't Suck Anymore
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AWS Serverless Diversity: Multi-Language Strategies for Optimal Solutions
Python is a natural fit for serverless development. It boasts a vast array of libraries, including Powertools for AWS and robust libraries for data engineers. Its versatility and excellent developer experience make it a top choice for serverless projects, offering a seamless and enjoyable development experience.
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Pandas reset_index(): How To Reset Indexes in Pandas
In data analysis, managing the structure and layout of data before analyzing them is crucial. Python offers versatile tools to manipulate data, including the often-used Pandas reset_index() method.
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Deploying a Serverless Dash App with AWS SAM and Lambda
Dash is a Python framework that enables you to build interactive frontend applications without writing a single line of Javascript. Internally and in projects we like to use it in order to build a quick proof of concept for data driven applications because of the nice integration with Plotly and pandas. For this post, I'm going to assume that you're already familiar with Dash and won't explain that part in detail. Instead, we'll focus on what's necessary to make it run serverless.
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Help Us Build Our Roadmap – Pydantic
there is pull request to integrate in both pydantic extra types and into pandas cose [1]
[1]: https://github.com/pandas-dev/pandas/issues/53999
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Stuff I Learned during Hanukkah of Data 2023
Last year I worked through the challenges using VisiData, Datasette, and Pandas. I walked through my thought process and solutions in a series of posts.
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Introducing Flama for Robust Machine Learning APIs
pandas: A library for data analysis in Python
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Exploring Open-Source Alternatives to Landing AI for Robust MLOps
Data analysis involves scrutinizing datasets for class imbalances or protected features and understanding their correlations and representations. A classical tool like pandas would be my obvious choice for most of the analysis, and I would use OpenCV or Scikit-Image for image-related tasks.
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Mastering Pandas read_csv() with Examples - A Tutorial by Codes With Pankaj
Pandas, a powerful data manipulation library in Python, has become an essential tool for data scientists and analysts. One of its key functions is read_csv(), which allows users to read data from CSV (Comma-Separated Values) files into a Pandas DataFrame. In this tutorial, brought to you by CodesWithPankaj.com, we will explore the intricacies of read_csv() with clear examples to help you harness its full potential.
What are some alternatives?
mlang - Compiler for the M language, used to compute the income tax of French taxpayers
Cubes - [NOT MAINTAINED] Light-weight Python OLAP framework for multi-dimensional data analysis
Les-codes-en-vigueur - Ce dépôt des Codes en vigueur permet à tout un chacun de consulter, modifier (_fork_) et proposer leurs changements (_Pull Request_) qui seront examinés systématiquement par les instances legislatives de la République Française. Ces dernières mettront en place dans les plus brefs délais un système de validation par les citoyens (_peers_) afin de pouvoir répondre à toutes les demandes. Nous travaillons de concert avec l'équipe de Github pour rendre disponible en Français l'interface de cette plateforme.
tensorflow - An Open Source Machine Learning Framework for Everyone
alaptorveny - Magyarország Alaptörvénye
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
nl-covid19-notification-app-website - Project website
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
leyes - La Constitución Española en git
Keras - Deep Learning for humans
france.code-penal - Le Code pénal français, sous Git
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration