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Top 23 Optimization Open-Source Projects
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Ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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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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deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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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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scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
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SophiApp
:zap: The most powerful open source tweaker on GitHub for fine-tuning Windows 10 & Windows 11
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AndroidGodEye
An app performance monitor(APM) , like "Android Studio profiler", you can easily monitor the performance of your app real time in browser
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MTuner
MTuner is a C/C++ memory profiler and memory leak finder for Windows, PlayStation 4 and 3, Android and other platforms
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Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
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search-engine-optimization
🔍 A helpful checklist/collection of Search Engine Optimization (SEO) tips and techniques.
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next-optimized-images
🌅 next-optimized-images automatically optimizes images used in next.js projects (jpeg, png, svg, webp and gif).
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SaaSHub
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22. Ray | Github | tutorial
image-shrinker is a simple, easy to use open source tool for shrinking images. Under the hood it uses pngquant, mozjpg, SVGO, and gifsicle. You can also install these tools individually if you need to compress some images. I often use pngquantafter exporting PNGs for web projects from Figma or similar tools. I literally run it like this:
Project mention: 3rd Edition of Programming: Principles and Practice Using C++ by Stroustrup | news.ycombinator.com | 2024-04-19
Project mention: TypeScript Might Not Be Your God: Case Study of Migration from TS to JSDoc | dev.to | 2024-01-16The most well-known tools that rely on JSDoc are Closure Compiler (not to be confused with the Closure programming language) and TypeScript. Both of these tools can help make your JavaScript typed, but they approach it differently. Closure Compiler primarily focuses on enhancing your .js files by adding typing through JSDoc annotations (after all, they are just comments), while TypeScript is designed for .ts files, introducing its own well-known TypeScript constructs such as type, interface, enum, namespace, and so on.
Project mention: How to improve page load speed and response times: A comprehensive guide | dev.to | 2024-02-26Minification involves removing unnecessary characters, whitespace, and comments from code files. It helps reduce HTML, CSS, JavaScript, etc., file sizes without compromising functionality. Removing redundant elements makes these HTML, JavaScript, and CSS files smaller. Since smaller code files need less internet traffic to transfer, they load faster. Utilizing tools like UglifyJS, Clean-CSS, and HTMLMinifier enhances this process of code reduction. They analyze the code, remove redundant code, and generate optimized files for deployment.
What's wrong with just using Torchserve[1]? We've been using it to serve embedding models in production.
[1] https://pytorch.org/serve/
Project mention: Win11Debloat is a simple script that removes pre-installed windows bloatware | news.ycombinator.com | 2023-08-02
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).
Optimization related posts
- Faer-rs: Linear algebra foundation for the Rust programming language
- Coz: Causal Profiling
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- Mercury – Compiler optimized, private Firefox fork
- PRIMA: Solving general nonlinear optimization problems without derivatives
- Coz: Finding code that counts with causal profiling
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pyomo VS timefold-solver - a user suggested alternative
2 projects | 4 Jan 2024
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024
Index
What are some of the best open-source Optimization projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Ray | 30,988 |
| 2 | svgo | 20,349 |
| 3 | deep-learning-drizzle | 11,749 |
| 4 | Modern-CPP-Programming | 10,765 |
| 5 | go-perfbook | 10,537 |
| 6 | BayesianOptimization | 7,481 |
| 7 | closure-compiler | 7,247 |
| 8 | imagemin | 5,495 |
| 9 | meshoptimizer | 4,959 |
| 10 | scikit-opt | 4,920 |
| 11 | DietPi | 4,535 |
| 12 | simplify | 4,304 |
| 13 | clean-css | 4,133 |
| 14 | serve | 3,949 |
| 15 | coz | 3,819 |
| 16 | SophiApp | 3,685 |
| 17 | esbuild-loader | 3,519 |
| 18 | soot | 2,789 |
| 19 | AndroidGodEye | 2,577 |
| 20 | MTuner | 2,547 |
| 21 | Awesome-System-for-Machine-Learning | 2,414 |
| 22 | search-engine-optimization | 2,310 |
| 23 | next-optimized-images | 2,193 |
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