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histogram_equalization
Some histogram equalization methods to enhance image contrast, including AHE and CLAHE.FedRepo
NeuralProcess
PyTorch for Neural Process in ICML 2018Neighbourhood-Component-Analysis
Four methods to implementing NCA which is often used for metric learning and dimension reduction.sampling
Some methods to sampling data points from a given distribution.approximated_kmeans
Use random projection and random sparsification to speed up K-Means.ATS-LargeKD
perlin_noise_flowfields
Using perlin noise and flowfields to create beautiful pictures.bad_apple_ascii
Transfer the video of bad apple to a series of ascii-images.fractals_py_p5
Five methods to draw beautiful pictures and curves which are called fractals.text_particle_p5
A program written by p5.js, generating fireworks with special shapes, such as characters and hearts.Locally-Linear-Embedding
Play with another dimension reduction and manifold learning method called LLE.FedPS-AggregateOrNot
code for paper: Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID ScenesFedKWS-UI
maze_p5
Three methods to generate a 2D maze, and draw the constructing process using p5.js.svm_gradient_descent
Using neural networks to solve svm, including linear and kernel type.transferdemo
A deep domain adaptation demo for transfer learning (DAN).FedPAN
lenet5_tensorflow
Using tensorflow to build the lenet-5 network proposed by Yann LeCun.MAP
king_pics_feat_py
Using matrix factorization to extract images' features.(PCA & NMF)MrTF
kinematics_p5js
Drawing beautiful curves using kinematics.DMIS
night_special_effect_p5js
Creating a night special effect simply.nlp_demo
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