Sea++ is a comprehensive platform designed to integrate marine science with computational methodologies. Our mission is to equip marine scientists with the tools and insights needed to utilize the capabilities of contemporary computational techniques, ranging from elementary data analysis to sophisticated machine learning applications.
To furnish marine biology enthusiasts, students, and professionals with resources, tools, and examples to undertake data analysis using Python, and offers an alternative language - Julia. This encompasses a spectrum of tasks from reading and preprocessing data to cutting-edge image recognition techniques specifically designed for marine science applications.
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Marine Science Subjects 🐠
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Code 🖥️
- Python
- Basic Examples
- Statistical Tests
- Machine Learning Applications
- Image Detection in Marine Science
- Julia
- An alternate language to Python
- TensorFlow Models
- PyTorch
- YOLO
- Python
To set up your environment and access all the Sea++ resources, simply run the provided setup script:
chmod +x ./reqs/setup.sh && ./reqs/setup.sh-
Marine Science Subjects: Dive deep into the ocean of knowledge with our handpicked PDFs on a variety of marine science themes. 🌊📘 Find papers and ebooks on subjects - all free and without any paywalls. Dive in and explore!
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Code: Set sail on a coding adventure with Python and Julia! 🚢💡 Use these source code templates to build cool stuff. All open source, of course! Whether you're looking to execute rudimentary statistical tests or employ machine learning for image detection in marine scenarios, this treasure trove is your guide.
For an in-depth guide on contributing to this initiative, kindly refer to the CONTRIBUTE.md file. Let's make waves together! 🌊✨