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Learn Machine Learning !learnmachinelearning@sh.itjust.works
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Currently experimenting with exploration policies for deep RL on Super Mario Bros - Agent is able to beat all levels I threw at it - You can watch the AI learn live (www.twitch.tv) 0 pcouy 3 »
Google open sources tools to support AI model development (techcrunch.com) 0 ylai 1 »
Finetune LLMs on your own consumer hardware using tools from PyTorch and Hugging Face ecosystem (pytorch.org) 0 ylai 1 »
Understanding GPU Memory 2: Finding and Removing Reference Cycles (pytorch.org) 0 ylai 1 »
PyTorch: Compiling NumPy code into C++ or CUDA via torch.compile (pytorch.org) 0 ylai 1 »
Introduction to Kernel Methods for Machine Learning (seis.bristol.ac.uk) 0 ShadowAether 1 »
The Kernel Cookbook: Advice on Covariance functions (www.cs.toronto.edu) 0 ShadowAether 1 »
An Intuitive Tutorial to Gaussian Processes Regression (arxiv.org) 0 ShadowAether 1 »
[Resource] Understanding UMAP - Google PAIR (pair-code.github.io) 0 ShadowAether 1 »
[Resource] MIT OpenCourseWare: Introduction To Machine Learning (ocw.mit.edu) 0 ShadowAether 1 »
[Resource] Style Guide for Python Code: PEP 8 (peps.python.org) 0 ShadowAether 1 »
[Resource] MIT OpenCourseWare: Statistical Learning Theory (ocw.mit.edu) 0 ShadowAether 1 »
[Resource] MIT OpenCourseWare: Mathematics Of Machine Learning (ocw.mit.edu) 0 ShadowAether 1 »
[Resource] Durham University Materials for COMP3547 (Deep Learning) and COMP3667 (Reinforcement Learning) from Dr. Robert Lieck (github.com) 0 ShadowAether 1 »
[Resource] Rules of Machine Learning from Google (developers.google.com) 0 ShadowAether 1 »
[Resource] Coding Practices for Python/ML (github.com) 0 ShadowAether 1 »
[Resource] Tutorial: Image Recognition with CNN in Matlab (hevpdd.ca) 0 ShadowAether 1 »
[Resource] Tutorial: State of Charge Estimation with EKF and SVSF in Matlab (hevpdd.ca) 0 ShadowAether 1 »
[Resource] Standford University Cheat Sheets for ML (web version) (stanford.edu) 0 ShadowAether 1 »
Mathematics for Neural Networks (sh.itjust.works) 0 ShadowAether 1 »
[Resource] Materials from CORNELL CS4780/CS5780: Machine Learning for Intelligent Systems 0 ShadowAether 1 »
K-Means Clustering Infographic (sh.itjust.works) 0 ShadowAether 1 »
Classification Model Evaluation Metrics (www.researchgate.net) 0 ShadowAether 1 »
Introduction to Domain Adaptation for Neural Networks (machinelearning.apple.com) 0 ShadowAether 1 »
The standardization fallacy: the importance of variance (www.nature.com) 0 ShadowAether 1 »
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