Machine Learning - Afternoon with Green Tea

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Machine Learning

fancy machine learning knowledge

DSPy and outlines preparation

Machine Learning

DSPy and outlines preparation

DSPy and outlines preparation on macOS 10.13.6

GPT-4 Architecture, Infrastructure, Training Dataset, Costs, Vision, MoE

GPT4, algorithm, ML architect

Transformer

Reference: Transformers Explained Visually (Part 1): Overview of Functionality Transformers Explained Visually (Part 2): How it works, step-by-step Transformers Explained Visually (Part 3): Multi-head Attention, deep dive Transformers Explained Visually — Not Just How, but Why They Work So Well Foundations of NLP Explained — Bleu Score and WER Metrics Foundations of

Debugging Tensorflow via TensorBoard Plugin

Machine Learning

Debugging Tensorflow via TensorBoard Plugin

How to launch Tensorflow debugger via Tensorboard.

Machine Learning

Chapter 1 - Machine Learning By Professor Zhou

Version Space for chapter 1

Machine Learning

Template Models for Bayesian Networks

PGM model by Daphe from stanford university based on MIT bibe

Collaborative Filtering for user behavior

Recommender systems are a way of suggesting like or similar items and ideas to a users specific way of thinking. Collaborative Filtering is the most important algorithm to find missing rating, or evaluate items base d on user behavior.