Collaborative Calculation and Data Science

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The 22.04 line of software environments just got an update!

This update includes the [Macaulay2](http://www2.macaulay2.com/Macaulay2/) Jupyter Kernel, which is a powerful tool for symbolic computation. Here is an [m2 example notebook](https://cocalc.com/hsy/ubuntu-22.04-testing/macaulay2).

In addition to the new kernel, many new and updated packages are now available. For example, the Python3 (system-wide) environment now includes:

* [GerryChain](https://gerrychain.readthedocs.io) - a library for using Markov Chain Monte Carlo methods to study the problem of political redistricting.
* [cirq](https://github.com/quantumlib/Cirq) - a library for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
* [tequila](https://github.com/tequilahub/tequila) - a high-level abstraction framework for quantum algorithms.

As usual, you can switch back to the previous 22.04 environment via Project Settings → Project Control → Software Environment: "Ubuntu 22.04 // Previous". Please report any issues you encounter!
