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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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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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Project mention: Ray: Unified framework for scaling AI and Python applications | news.ycombinator.com | 2024-05-03
Surprised this is being discussed here. It's worth noting that SVGOMG runs SVGO 3.0.0 while the latest version is 3.2.0 (so run SVGO locally for the latest optimizations), but I understand that once https://github.com/svg/svgo/pull/1943 is merged Jake will release an updated version of SVGOMG.
Project mention: 3rd Edition of Programming: Principles and Practice Using C++ by Stroustrup | news.ycombinator.com | 2024-04-19
Well, the nice thing with Python types is that the _only_ difference to untyped Python is the type annotations. Last time I worked with TypeScript (two and a half years ago), it felt more like a different language _similar_ to JS. In my experience it was quite... viral. With MyPy I've genuinely seen just specific parts of a code base become typed and didn't notice any friction.
I wonder what would happen if that proposal for type comments in JS went through. Would TypeScript become just a type checker / optimizing compiler?
Google's Closure had an (IMHO) nicer approach (https://github.com/google/closure-compiler/wiki/Types-in-the...), but I don't get the impression it'll ever catch on outside Google.
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
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PennyLane: Python library for differentiable programming of quantum computers
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Vehicle Routing Open-Source Optimization Machine
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Prima has got a Python interface
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Faer-rs: Linear algebra foundation for the Rust programming language
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Coz: Causal Profiling
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Nagfor supports half-precision floating-point numbers
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Mercury – Compiler optimized, private Firefox fork
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A note from our sponsor - SaaSHub
www.saashub.com | 10 May 2024
Index
What are some of the best open-source Optimization projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Ray | 31,322 |
| 2 | svgo | 20,390 |
| 3 | deep-learning-drizzle | 11,772 |
| 4 | Modern-CPP-Programming | 10,852 |
| 5 | go-perfbook | 10,537 |
| 6 | BayesianOptimization | 7,521 |
| 7 | closure-compiler | 7,254 |
| 8 | imagemin | 5,495 |
| 9 | meshoptimizer | 4,999 |
| 10 | scikit-opt | 4,955 |
| 11 | DietPi | 4,569 |
| 12 | simplify | 4,367 |
| 13 | clean-css | 4,142 |
| 14 | serve | 3,969 |
| 15 | coz | 3,932 |
| 16 | SophiApp | 3,844 |
| 17 | esbuild-loader | 3,522 |
| 18 | soot | 2,799 |
| 19 | AndroidGodEye | 2,577 |
| 20 | MTuner | 2,563 |
| 21 | Awesome-System-for-Machine-Learning | 2,433 |
| 22 | search-engine-optimization | 2,322 |
| 23 | next-optimized-images | 2,193 |
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