yuguangtong Goto Github PK

32-bit-cpu

Design with Logisim a 32-bit two-cycle processor

ay250-hw

Place where I keep homework for UC Berkeley Astronomy 250 (Python for Data Science)

blackbox-attacks

Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)

calcalc

Simple calculator based on Sympy and Wolfram Alpha

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

conv-neural-network-performance-optimization

Optimize a convolutional neural network code (in C).

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

dshark

flowise

Drag & drop UI to build your customized LLM flow

foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

fourier-laplace-plasma-response-in-driven-gyrokinetics

Analytic/numeric solution of plasma response to antenna driving in gyro kinetic system. Comparison is made with simulation by AstroGK.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

homework

Assignments for CS294-112.

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

langflow

⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.

lanl_imf_project

Summer project I did at Los Alamos National Lab (LANL) studying interplanetary magnetic field (IMF) at L1 point

leopard

max_growth_rate_calculator

Calculate the maximum growth rate of possible unstable wave mode in a given plasma

models

Models and examples built with TensorFlow

my_idl_procedures

Archive of some IDL procedures that I wrote / modified / copied

mynotes

Place to keep things that I may come back for.

nptsp

Implement several algorithms to solve NPTSP, a variant of Traveling Salesman Problem (TSP). It is part of a group project for the class CS170 (Spring 2015) at UC Berkeley.

publication-code

Code to reproduce the results in my first author publications

python-seminar

Python Seminar Course at UC Berkeley (AY 250)

qtn-proj

python code to calculate the power spectrum received by a short antenna in an unmagnetized warm plasma

resume

web/print

scheme-interpreter

A (partial) scheme interpreter in python

spark-training

Use Apache-Spark to optimize the training of three computer agents.

srez

Image super-resolution through deep learning

tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.