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alluxio

Alluxio, formerly Tachyon, Unify Data at Memory Speed

approximated_kmeans

Use random projection and random sparsification to speed up K-Means.

ats-largekd

bad_apple_ascii

Transfer the video of bad apple to a series of ascii-images.

cdsf-transferability

dmis

fedkws-ui

fedpan

fedps-aggregateornot

code for paper: Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes

fedrepo

fractals_py_p5

Five methods to draw beautiful pictures and curves which are called fractals.

histogram_equalization

Some histogram equalization methods to enhance image contrast, including AHE and CLAHE.

kinematics_p5js

Drawing beautiful curves using kinematics.

king_pics_feat_py

Using matrix factorization to extract images' features.(PCA & NMF)

lenet5_tensorflow

Using tensorflow to build the lenet-5 network proposed by Yann LeCun.

locally-linear-embedding

Play with another dimension reduction and manifold learning method called LLE.

map

maze_p5

Three methods to generate a 2D maze, and draw the constructing process using p5.js.

mrtf

neighbourhood-component-analysis

Four methods to implementing NCA which is often used for metric learning and dimension reduction.

neuralprocess

PyTorch for Neural Process in ICML 2018

night_special_effect_p5js

Creating a night special effect simply.

nlp_demo

perlin_noise_flowfields

Using perlin noise and flowfields to create beautiful pictures.

sampling

Some methods to sampling data points from a given distribution.

svm_gradient_descent

Using neural networks to solve svm, including linear and kernel type.

taco

text_particle_p5

A program written by p5.js, generating fireworks with special shapes, such as characters and hearts.

transferdemo

A deep domain adaptation demo for transfer learning (DAN).