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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
Aug 18, 2024 3 min read
GPT-4 Architecture, Infrastructure, Training Dataset, Costs, Vision, MoE
Deep Learning

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

GPT4, algorithm, ML architect
Sep 21, 2023 19 min read
Transformer
Deep Learning

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
Sep 21, 2023 1 min read
Debugging Tensorflow via TensorBoard Plugin
Machine Learning

Debugging Tensorflow via TensorBoard Plugin

How to launch Tensorflow debugger via Tensorboard.
Sep 21, 2023 1 min read
Machine Learning

Chapter 1 - Machine Learning By Professor Zhou

Version Space for chapter 1
Sep 21, 2023 5 min read
Machine Learning

Template Models for Bayesian Networks

PGM model by Daphe from stanford university based on MIT bibe
Sep 21, 2023 2 min read
Algorithm

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.
Sep 19, 2023 1 min read
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