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Alan Chua's Projects

awesome-langchain icon awesome-langchain

😎 Awesome list of tools and projects with the awesome LangChain framework

awesome-llm icon awesome-llm

Awesome-LLM: a curated list of Large Language Model

bookclub icon bookclub

Notes and links from the book club meetings

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

cs124_nlp icon cs124_nlp

My implementation of a movie recommendation chatbot.

cs224n-win2223 icon cs224n-win2223

Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

cs229-2018-autumn icon cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

cs231n icon cs231n

My assignment solutions for CS231n - Convolutional Neural Networks for Visual Recognition

cs231n-1 icon cs231n-1

Shortest solutions for CS231n 2021-2023

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

deep-learning-computer-vision icon deep-learning-computer-vision

My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.

ece5545-ml-hardware-systems icon ece5545-ml-hardware-systems

This repo contains the Assignments from Cornell Tech's ECE 5545 - Machine Learning Hardware and Systems offered in Spring 2023

generative-ai-with-llms icon generative-ai-with-llms

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

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