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Kai Ye's Projects

ai-pacman icon ai-pacman

The Pacman Projects by the University of California, Berkeley.

andrew-ng-ml-solutions icon andrew-ng-ml-solutions

Solutions of the exercises of Andrew Ng's Machine Learning course available on Coursera (in Octave and Python).

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

former icon former

Simple transformer implementation from scratch in pytorch.

how-web-works icon how-web-works

What happens behind the scenes when we type www.google.com in a browser?

leela-zero icon leela-zero

Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.

llama icon llama

Inference code for LLaMA models

madewithml icon madewithml

Learn how to responsibly deliver value with ML.

mlops icon mlops

A project-based course on the foundations of MLOps with a focus on intuition and application.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

netsuite-suitecloud-samples icon netsuite-suitecloud-samples

Collection of sample projects to demonstrate possible uses of SuiteCloud account customization in NetSuite. Projects are inspired by real customer customizations and include custom objects packaged with the SuiteCloud Development Framework (SDF) along with SuiteScript 2.1 scripts.

openaigym icon openaigym

Code from "Intro to OpenAI Gym" tutorial video: https://youtu.be/8MC3y7ASoPs

opencv icon opencv

Open Source Computer Vision Library

openpilot icon openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.

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