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Top 23 optimization-algorithm Open-Source Projects
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Hello I'm trying to use this library: pyswarms and it works fine with the base code that they give
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evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
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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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awesome-robotics
A curated list of awesome links and software libraries that are useful for robots. (by ahundt)
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Project mention: cvxportfolio: NEW Portfolio Selection and Optimisation - star count:690.0 | /r/algoprojects | 2023-12-10
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ExprTK
C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html
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python-mip
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
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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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Swarm-intelligence-optimization-algorithm
种群算法复现(swarm-algorithm),包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、 狼群搜索算法(2007WPS, 2013WPA)、正余弦优化算法(Sine Cosine Algorithm, CSA)、烟花算法(Fireworks Algorithm, FA)
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Project mention: Announcing Clarabel : interior point solver for convex optimization | /r/rust | 2023-04-25
Source: https://github.com/oxfordcontrol/Clarabel.rs
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zoofs
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
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Project mention: BiteOpt 2023.3 optimizer available - C++, Python (soon via fcmaes) | /r/mathematics | 2023-04-06
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Operon
Modern C++ framework for symbolic regression that uses genetic programming to explore a hypothesis space of possible mathematical expression.
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Project mention: [Project] Prototype - (Auto) Codebase to Video for a given perspective. Test case: Pybads and Project Management | /r/MachineLearning | 2023-06-29
A video created by an app built on top of the BabyDragon package(still in dev) - it is still in the very early stages of development and the pipeline is currently a bit janky but I would love to hear any feedback/suggestions even if it is just nitpicking. Thank you. Source Code for test repo: https://github.com/acerbilab/pybads
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hego
Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
optimization-algorithms related posts
- cvxportfolio: NEW Portfolio Selection and Optimisation - star count:690.0
- cvxportfolio: NEW Portfolio Selection and Optimisation - star count:536.0
- BiteOpt 2023.3 optimizer available - C++, Python (soon via fcmaes)
- [P] EvoTorch 0.4.0 dropped with GPU-accelerated implementations of CMA-ES, MAP-Elites and NSGA-II.
- Rust concepts I wish I learned earlier
- Question on how to model a "discontinuous" action space
- Should I pursue Evolutionary Strategies?
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A note from our sponsor - InfluxDB
www.influxdata.com | 29 Mar 2024
Index
What are some of the best open-source optimization-algorithm projects? This list will help you:
Project | Stars | |
---|---|---|
1 | pyswarms | 1,204 |
2 | evotorch | 959 |
3 | awesome-robotics | 876 |
4 | argmin | 868 |
5 | cvxportfolio | 775 |
6 | ExprTK | 558 |
7 | python-mip | 497 |
8 | oj! Algorithms | 451 |
9 | relion | 415 |
10 | sporco | 244 |
11 | Swarm-intelligence-optimization-algorithm | 242 |
12 | Clarabel.rs | 239 |
13 | zoofs | 234 |
14 | portfolio_allocation_js | 169 |
15 | biteopt | 126 |
16 | CIlib | 123 |
17 | csp | 121 |
18 | mu8 | 119 |
19 | Operon | 115 |
20 | pybobyqa | 70 |
21 | geneal | 59 |
22 | pybads | 57 |
23 | hego | 49 |