Yu Zhang's repositories
Information_Theory
This repository contains all lecture slides for ECE253/CSE208 at UC Santa Cruz
Advanced-Renewable-Sources
This repository contains the lecture slides of ECE180j at UC Santa Cruz
high-dim-ridge
The optimal ridge penalty for real-world high-dimensional data can be zero or negative due to the implicit ridge regularization
Publication_Slides
This repository has the presentation slides of Dr. Yu Zhang's papers.
A-Practical-Guide-to-Quantum-Machine-Learning-and-Quantum-Optimization
A Practical Guide to Quantum Machine Learning and Quantum Optimization, published by Packt
all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
andes
Python toolbox / library for power system transient dynamics simulation with symbolic modeling and numerical analysis 🔥
ARS
An implementation of the Augmented Random Search algorithm
autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
brew
🍺 The missing package manager for macOS (or Linux)
cvxquad
Implementation in MATLAB-based CVX of various convex/concave functions of matrices (matrix geometric means, quantum relative entropy, ...)
DADA
The official code for DADA: Differentiable Automatic Data Augmentation (ECCV20)
darts
Differentiable architecture search for convolutional and recurrent networks
flash-attention
Fast and memory-efficient exact attention
gpt_paper_assistant
GPT4 based personalized ArXiv paper assistant bot
i2x
Interconnection Innovation e-Xchange (i2x) Test Systems
IguanaTexMac
IguanaTex for mac (Now archived. For the up-to-date version please refer to https://github.com/Jonathan-LeRoux/IguanaTex)
jemdoc_mathjax
jemdoc with MathJax support and more
mape-maker
A Scenario Creator
neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
PowerModels.jl
A Julia/JuMP Package for Power Network Optimization
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
yuzhang49.github.io
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