examples
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examples | codewars.com | |
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142 | 709 | |
7,699 | 2,075 | |
1.2% | 0.4% | |
6.2 | 3.5 | |
8 days ago | 7 months ago | |
Jupyter Notebook | ||
Apache License 2.0 | BSD 2-clause "Simplified" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
examples
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Open Source Ascendant: The Transformation of Software Development in 2024
AI's Open Embrace Artificial intelligence (AI) and machine learning (ML) are increasingly leveraging open-source frameworks like TensorFlow [https://www.tensorflow.org/] and PyTorch [https://pytorch.org/]. This democratization of AI tools is driving innovation and lowering entry barriers across industries.
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Best AI Tools for Students Learning Development and Engineering
Which label applies to a tool sometimes depends on what you do with it. For example, PyTorch or TensorFlow can be called a library, a toolkit, or a machine-learning framework.
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Releasing The Force Of Machine Learning: A Noviceβs Guide π
TensorFlow: An open-source machine learning framework for high-performance numerical computations, especially well-suited for deep learning.
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MLOps in practice: building and deploying a machine learning app
The tool used to build the model per se was TensorFlow, a very powerful and end-to-end open source platform for machine learning with a rich ecosystem of tools. And in order to to create the needed script using TensorFlow Jupyter Notebook was used, which is a web-based interactive computing platform.
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π₯14 Excellent Open-source Projects for Developersπ
10. TensorFlow - Make Machine Learning Work for You π€
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π₯π Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot π€π¬
#2 TensorFlow
- Are there people out there who still like Sam atlman - AI IS AT DANGER
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How popular are libraries in each technology
Machine learning is the process of using algorithms and statistical models to enable computers to learn from data. There are many tools and libraries available for machine learning, but the most popular by far is TensorFlow. TensorFlow is an open-source platform for machine learning developed by Google. It has over 176k stars on Github and is used by companies such as Airbnb and Intel.
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React + Tensorflow.js , a cool recipe for AI powered applications
Tensorflow is Google's "end-to-end machine learning platform". It's a framework to manage the whole lifecycle of a Machine Learning (and AI) project, from data preparation to production deployment. Remember the math stuff we talked about in the last section? Tensorflow manages that in addition to a lot of other stuff. Its core API is written for Python and you have to know your math just a little bit in order to play with it. It's more for deep learning models (neural networks) and has a lot of already implemented "layers" for you to use in your network. You can prepare data (images included with the option of image augmentation for small data sets ... yay! π), experiment with different model architectures, tune the model's hyperparameters (a fancy name for model configs), train, validate and test your models and monitor your models in production. It's a great framework, but it is not an easy one to learn, especially if you don't like math that much!
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List of AI-Models
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codewars.com
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Collection of resources to get started on your programming journey
Codewars: Codewars
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I have started my Python self Learning Journey - Is one source enough?
You can try Codewars, they have a diverse range of practice problems(Cryptography, Data Science, etc.). Basically if you wanna get good in a programming language, you have to work on a lot of projects and practice problems.
- Any programs or websites to practice programming?
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Best platform for coding & programming testing everyday to improve coding skills in various language?
Codewars is a good platform. Here you can practice code kata's daily in your preferred programming language. Link: https://www.codewars.com/
- I'm looking for practical Rust exercises
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A superior way of practicing Python πππ
codewars.com
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If you're looking for resources pertaining to hands-on practical demonstrations of learned skills and tools/techniques, look no further.
Also there's a ton of different CTFs online which you retrieve flags from machines that are positioned behind specific sorts of security measures (or lack thereof) which serve to show your proficiency in implementing certain methods as well as testing your creative problem solving, including but not limited to: Hacker101 which can earn you invitations on HackerOne to private bounties not publicly listed, OverTheWire which will also cover things like linux fundamentals as well as security techniques, PicoCTF, TryHackMe, Root-Me, HackThisSite, HackTheBox, as well as things like leetcode and codewars for similarly "game-ified" challenges to test and demonstrate your skills pertaining to various programming languages etcetera.
- Site pentru exercitii
- Soy nueva, pero que tan factible es ser programador
- Where can I find practice questions?
What are some alternatives?
LeetCode - This is my LeetCode solutions for all 2000+ problems, mainly written in C++ or Python.
LeetCode-Solutions - ποΈ Python / Modern C++ Solutions of All 3093 LeetCode Problems (Weekly Update)
LeetCode-Solutions - A compilation of all the Leetcode solutions.
cppflow - Run TensorFlow models in C++ without installation and without Bazel
mlpack - mlpack: a fast, header-only C++ machine learning library
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
awesome-teachable-machine - Useful resources for creating projects with Teachable Machine models + curated list of already built Awesome Apps!
adventofcode - :christmas_tree: Advent of Code (2015-2023) in C#
face-api.js - JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
plutus-pioneer-program - This repository hosts the lectures of the Plutus Pioneers Program. This program is a training course that the IOG Education Team provides to recruit and train software developers in Plutus, the native smart contract language for the Cardano ecosystem.
Selenium WebDriver - A browser automation framework and ecosystem.