[D] Synthetic introduction to ML for PhD student in Mathematics
https://www.deeplearningbook.org
Discussions: https://discu.eu/q/https://www.deeplearningbook.org
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A Neural Network in 11 lines of Python (2015)
https://iamtrask.github.io/2015/07/12/basic-python-network/
Discussions: https://discu.eu/q/https://iamtrask.github.io/2015/07/12/basic-python-network/
iamtrask.github.ioA Neural Network in 11 lines of Python (Part 1) - i am traskA machine learning craftsmanship blog.
New open source RAG framework in C++ and Python
https://github.com/pureai-ecosystem/purecpp
Discussions: https://discu.eu/q/https://github.com/pureai-ecosystem/purecpp
GitHubGitHub - pureai-ecosystem/purecpp: This repository contains a Retrieval-Augmented Generation (RAG) framework developed in C++ for high performance and scalability, with CUDA support for computational acceleration.This repository contains a Retrieval-Augmented Generation (RAG) framework developed in C++ for high performance and scalability, with CUDA support for computational acceleration. - pureai-ecosystem...
[P] Interactive Explanation to ROC AUC Score
https://maitbayev.github.io/posts/roc-auc/
Discussions: https://discu.eu/q/https://maitbayev.github.io/posts/roc-auc/
maitbayev.github.ioROC and AUC Interpretation – Madiyar’s Page
Noema: Simplify Python agent creation!
https://github.com/AlbanPerli/Noema-Declarative-AI
Discussions: https://discu.eu/q/https://github.com/AlbanPerli/Noema-Declarative-AI
GitHubGitHub - AlbanPerli/Noema-Declarative-AI: A declarative way to control LLMs.A declarative way to control LLMs. Contribute to AlbanPerli/Noema-Declarative-AI development by creating an account on GitHub.
[R]Geometric intuition why L1 drives the coefficients to zero
https://maitbayev.github.io/posts/why-l1-loss-encourage-coefficients-to-shrink-to-zero/
Discussions: https://discu.eu/q/https://maitbayev.github.io/posts/why-l1-loss-encourage-coefficients-to-shrink-to-zero/
maitbayev.github.ioWhy does L1 regularization encourage coefficients to shrink to zero? – Madiyar’s Page
[P] Understanding Multimodal LLMs: The Main Techniques and Latest Models
https://sebastianraschka.com/blog/2024/understanding-multimodal-llms.html
Discussions: https://discu.eu/q/https://sebastianraschka.com/blog/2024/understanding-multimodal-llms.html
Sebastian Raschka, PhD · Understanding Multimodal LLMs
There has been a lot of new research on the multimodal LLM front, including the latest Llama 3.2 vision models, which employ diverse architectural strategies...
98% of companies experienced ML project failures in 2023: report
https://info.sqream.com/hubfs/data%20analytics%20leaders%20survey%202024.pdf
Discussions: https://discu.eu/q/https://info.sqream.com/hubfs/data%2520analytics%2520leaders%2520survey%25202024.pdf
Get clean markdown from any data source using vision-language models in Python
https://github.com/emcf/thepipe
Discussions: https://discu.eu/q/https://github.com/emcf/thepipe
GitHubGitHub - emcf/thepipe: Extract clean markdown from PDFs, URLs, Word docs, slides, videos, and more, ready for any LLM. ⚡Extract clean markdown from PDFs, URLs, Word docs, slides, videos, and more, ready for any LLM. ⚡ - emcf/thepipe
I built a Neural Network from scratch in C++ (with a lot of animations)
https://www.youtube.com/watch?v=ATueuxu3abs
Discussions: https://discu.eu/q/https://www.youtube.com/watch?v=ATueuxu3abs
[P] Inspired by Andrej Karpathy, I made NLP - Zero to Hero
https://github.com/JUSTSUJAY/nlp-zero-to-hero
Discussions: https://discu.eu/q/https://github.com/JUSTSUJAY/nlp-zero-to-hero
GitHubGitHub - JUSTSUJAY/nlp-zero-to-hero: NLP Zero to Hero in just 10 KernelsNLP Zero to Hero in just 10 Kernels. Contribute to JUSTSUJAY/nlp-zero-to-hero development by creating an account on GitHub.
There are no good PDF readers for Python, so I made my own
https://github.com/emcf/thepipe
Discussions: https://discu.eu/q/https://github.com/emcf/thepipe
GitHubGitHub - emcf/thepipe: Extract clean markdown from PDFs, URLs, Word docs, slides, videos, and more, ready for any LLM. ⚡Extract clean markdown from PDFs, URLs, Word docs, slides, videos, and more, ready for any LLM. ⚡ - emcf/thepipe
[P] ML in Production: From Data Scientist to ML Engineer
https://www.udemy.com/course/ml-in-production/?couponCode=FREETOLEARN24
Discussions: https://discu.eu/q/https://www.udemy.com/course/ml-in-production/?couponCode=FREETOLEARN24
I've created a K-Means from scratch using only Python and NumPy
https://github.com/vanstrouble/kmeans-from-scratch.git
Discussions: https://discu.eu/q/https://github.com/vanstrouble/kmeans-from-scratch.git
GitHubGitHub - vanstrouble/kmeans-from-scratch: K-means algorithm from scratch using Python.K-means algorithm from scratch using Python. . Contribute to vanstrouble/kmeans-from-scratch development by creating an account on GitHub.
[D] what is the hardest thing as a machine learning engineer
Discussions: https://discu.eu/q/http://kaggle.com/
www.kaggle.comKaggle: Your Machine Learning and Data Science CommunityKaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals.
How to build a simple Neural Network from scratch without frameworks. Just Math and Python. (With lots of animations and code)
https://www.youtube.com/watch?v=ilp3ZHTKPNg
Discussions: https://discu.eu/q/https://www.youtube.com/watch?v=ilp3ZHTKPNg
I've created a book which contains everything you need to know about Python
https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python/
Discussions: https://discu.eu/q/https://github.com/pro1code1hack/Your-Journey-To-Fluent-Python/
GitHubGitHub - pro1code1hack/Your-Journey-To-Fluent-Python: Your Journey To Fluent PythonYour Journey To Fluent Python. Contribute to pro1code1hack/Your-Journey-To-Fluent-Python development by creating an account on GitHub.
I shared a Python Data Science Bootcamp (7+ Hours, 7 Courses and 3 Projects) on YouTube
https://www.youtube.com/watch?v=6gDLcTcePhM
Discussions: https://discu.eu/q/https://www.youtube.com/watch?v=6gDLcTcePhM
I controlled Super Mario with "Activity Recognition" using just my smartphone! [P]
https://www.youtube.com/watch?v=IpLV6uKAO98
Discussions: https://discu.eu/q/https://www.youtube.com/watch?v=IpLV6uKAO98
AI can detect smell better than humans
https://medium.com/aiguys/understanding-the-science-of-smell-with-ai-44ef20675240
Discussions: https://discu.eu/q/https://medium.com/aiguys/understanding-the-science-of-smell-with-ai-44ef20675240
AIGuys · Understanding the Science of Smell with AI - AIGuys - Medium