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Top 12 Jupyter Notebook Optimization Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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AeroSandbox
Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
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Optimization-Python
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
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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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Project mention: 80% faster, 50% less memory, 0% loss of accuracy Llama finetuning | news.ycombinator.com | 2023-12-01Good point - the main issue is we encountered this exact issue with our old package Hyperlearn (https://github.com/danielhanchen/hyperlearn).
I OSSed all the code to the community - I'm actually an extremely open person and I love contributing to the OSS community.
The issue was the package got gobbled up by other startups and big tech companies with no credit - I didn't want any cash from it, but it stung and hurt really bad hearing other startups and companies claim it was them who made it faster, whilst it was actually my work. It hurt really bad - as an OSS person, I don't want money, but just some recognition for the work.
I also used to accept and help everyone with their writing their startup's software, but I never got paid or even any thanks - sadly I didn't expect the world to be such a hostile place.
So after a sad awakening, I decided with my brother instead of OSSing everything, we would first OSS something which is still very good - 5X faster training is already very reasonable.
I'm all open to other suggestions on how we should approach this though! There are no evil intentions - in fact I insisted we OSS EVERYTHING even the 30x faster algos, but after a level headed discussion with my brother - we still have to pay life expenses no?
If you have other ways we can go about this - I'm all ears!! We're literally making stuff up as we go along!
Project mention: Opvious - deploy optimization models with just a few lines of code | /r/Python | 2023-11-01More interactive examples
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).
The latest post mention was on 2023-12-01.
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A note from our sponsor - SaaSHub
www.saashub.com | 19 Apr 2024
Index
What are some of the best open-source Optimization projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | hyperlearn | 1,510 |
| 2 | NextFace | 665 |
| 3 | AeroSandbox | 647 |
| 4 | optimum-intel | 317 |
| 5 | cpsat-primer | 220 |
| 6 | Optimization-Python | 219 |
| 7 | fCWT | 217 |
| 8 | market-making-backtest | 68 |
| 9 | Optimal_Classification_Trees | 40 |
| 10 | Routing-Optimizer | 3 |
| 11 | qiskit-projects | 3 |
| 12 | notebooks | 0 |
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