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Top 23 Science Open-Source Projects
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awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
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InfluxDB
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awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
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stellarium
Stellarium is a free GPL software which renders realistic skies in real time with OpenGL. It is available for Linux/Unix, Windows and macOS. With Stellarium, you really see what you can see with your eyes, binoculars or a small telescope.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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plotters
A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀
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deepvariant
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
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singularity
Singularity has been renamed to Apptainer as part of us moving the project to the Linux Foundation. This repo has been persisted as a snapshot right before the changes.
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arxiv-vanity
Renders papers from arXiv as responsive web pages so you don't have to squint at a PDF.
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SaaSHub
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34. Julia - $74,963
Project mention: About Data analyst, data scientist and data engineer, resources and experiences | dev.to | 2024-03-26Awesome Data Science by Academic
Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09Thank you for your interest. There are some interesting examples in the SWE-bench-lite benchmark which are resolved by AutoCodeRover:
- From sympy: https://github.com/sympy/sympy/issues/13643. AutoCodeRover's patch for it: https://github.com/nus-apr/auto-code-rover/blob/main/results...
- Another one from scikit-learn: https://github.com/scikit-learn/scikit-learn/issues/13070. AutoCodeRover's patch (https://github.com/nus-apr/auto-code-rover/blob/main/results...) modified a few lines below (compared to the developer patch) and wrote a different comment.
There are more examples in the results directory (https://github.com/nus-apr/auto-code-rover/tree/main/results).
Project mention: Stellarium is a free GPL software which renders realistic skies in real time | news.ycombinator.com | 2024-01-13
Model as a Service https://github.com/modelscope/modelscope
Astropy [0] lives at the heart of most work. It has a Python interface, often backed by Fortran and C++ extension modules. If you use Astropy, you're indirectly using libraries like ERFA [6] and cfitsio [7] which are in C/Fortran.
I personally end up doing a lot of work that uses the HEALPix sky tesselation, so I use healpy [2] as well.
Openorb is perhaps a good example of a pure-Fortran package that I use quite. frequently for orbit propagation [3].
In C, there's Rebound [4] (for N-body simulations) and ASSIST [5] (which extends Rebound to use JPL's pre-calculated positions of major perturbers, and expands the force model to account for general relativity).
There are many more, these are just ones that come to mind from frequent usage in the last few months.
[0] https://www.astropy.org/
Project mention: Node still seems better than python after all this time for web server speed but.. | /r/node | 2023-06-20Numpy is a library - node.js has plenty of them, what is missing? There is stdlib package that offers optimized math functions, for example.
plotter-rs Cairo backend: Specific backend to interact with a gtk-rs DrawingArea widget.
Project mention: Look over my purchase, is there anything I should return? | /r/buildapc | 2023-05-06
Only tangential to this but somebody might find it usefull. I’m doing lots of calculations in Python involving various units. I’m using a similar library called Pint. https://github.com/hgrecco/pint
My business is thermodynamics of power plants. Professionals in the industry tend to use convenient units like C, bars, kJ/kg and so on. But the formulas usualy need basic SI units.
Colour Science is one of the more serious projects I know of, and more or less lets you get as advanced as you want. Used by film professionals among others. https://www.colour-science.org/
How would you define what the perfect color tool is? I would guess like most tools that it depends entirely on the job at hand, and that maybe no one perfect tool can exist. Colour Science might be great at serious color management and perceptual measurements and conversions between standardized color spaces, but not the right tool for a web developer looking for quick & easy way to make an HSV palette generation widget (and not because Colour Science is Python, but because it’s too big and heavy of a hammer).
The only way I can foresee a cryptocoin actually holding value is if spending the coin meant spending processing cycles and RAM doing things like this:
https://en.wikipedia.org/wiki/List_of_volunteer_computing_pr...
But in more general sense, less like https://boinc.berkeley.edu/ and more like AWS...
It's the only way to have value, actually holding computing power in a distributed network.
Project mention: OutRun – Open-source, privacy oriented, outdoor fitness tracker | news.ycombinator.com | 2024-01-16
For anyone who needs it, arxiv-vanity is amazing: https://www.arxiv-vanity.com/
a lot of math games on this list: https://github.com/stared/science-based-games-list
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Science related posts
- Apptainer (Formerly Singularity)
- Outperforming Rust DNA sequence parsing benchmarks by 50% with Mojo
- Matrix Cookbook examples using SymPy
- Constellations are younger than continents
- Any way to monitor JavaFX thread
- Skyfield: Elegant Astronomy for Python
- Astropy: Common core package for Astronomy in Python
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A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Index
What are some of the best open-source Science projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | julia | 44,510 |
| 2 | awesome-datascience | 23,101 |
| 3 | awesome-python-applications | 16,200 |
| 4 | SymPy | 12,384 |
| 5 | stellarium | 6,620 |
| 6 | modelscope | 6,021 |
| 7 | astropy | 4,210 |
| 8 | stdlib | 4,001 |
| 9 | plotters | 3,518 |
| 10 | Tablesaw | 3,441 |
| 11 | deepvariant | 3,076 |
| 12 | Thrive | 2,580 |
| 13 | JGraphT | 2,521 |
| 14 | singularity | 2,495 |
| 15 | pint | 2,261 |
| 16 | Colour | 1,974 |
| 17 | boinc | 1,916 |
| 18 | GoldenCheetah | 1,738 |
| 19 | arxiv-vanity | 1,595 |
| 20 | QuTiP | 1,585 |
| 21 | science-based-games-list | 1,559 |
| 22 | LaTeX-examples | 1,533 |
| 23 | ruptures | 1,473 |
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