Hello everyone 👋 and welcome to #TrendingTuesday. Every Tuesday we'll post a list of trending GitHub repos in a cool and interesting topic.
There's lots of chatter around #ChatGPT, so this week we're bringing you a list of the fastest-growing ML repos on GitHub.
🔟 dair-ai/ML-Papers-Explained
In place number 10 we have repo that indexes some of the most important ML and NLP papers with pointers to open articles and blogposts that deconstruct them in a way that most developers can understand. Have a look if you want to gain a deeper understanding of the main technology behind today's most famous chatbot.
9️⃣ ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide
Next, in place number 9, we have another great educational repo that traces the learning journey to follow in order to become a research scientist. This guide is targeted to developers with basic programming or CS knowledge, but very motivated in deep learning or NLP research.
8️⃣ jerryjliu/gpt_index
In number 8 we have a GPT-related repo that is targeted to practitioners and ML engineers. GPT-Index consists of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.
7️⃣ mage-ai/mage-ai
Mage-ai falls in the ML/data/infra category and claims to be the modern replacement for Airflow, a very popular open source workflow platform for data engineering pipelines. With 3.3k stars and 21 contributors, it's worth checking it out!
6️⃣ karpathy/nn-zero-to-hero
This is a relatively new repo by Andrej Karpathy who was formerly Director of AI at Tesla. The repo contains a series of YouTube videos where viewers code and train neural network. It's really cool to see two "zero-to-hero" type of repos in a single week. Jupyter notebooks are included in the box.
5️⃣ laion-ai/Open-Assistant
Place number five is an amazing project that envisions to replace ChatGPT by creating a personal assistant able to write emails, cover letters, use APIs, and much more. It's a really ambitious project that is also quickly onboarding new contributors. If you have some ML experience and you want to get your hands dirty by contributing to a new project, this might be a good place to start.
4️⃣ lencx/ChatGPT
In place number four we have a very sleek app to interface with ChatGPT from the comfort of your desktop. The project was built in Rust 👌
3️⃣ google-research/tuning_playbook
The third most starred repo was created by researchers at Google Brain and Harvard University, who created a playbook for tuning neural networks. This repo is helping ML practitioners get on top of the tuning process by sharing good tricks and best-practices from one of the best AI labs in the world.
2️⃣ karpathy/nanoGPT
Spot number two is also by Andrej Karpathy 🤯. This is a repo designed to to train and finetune GPT networks. It is a less educational version of his previous repo karpathy/minGPT. It is definitely worth studying to really understand GPT networks.
1️⃣ f/awesome-chatgpt-prompts
The top place is for f/awesome-chatgpt-promts which is an #awesome list that collects prompt examples to use ChatGPT like a PRO. Courtesy of the developer who also snapped the “@f” username on GitHub
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Which topics would you like to see trending repos for? Let us know in the comments :)
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