SongDark

SpectralClustering

Python implementation of Spectral Clustering.

FPgrowth

FP-growth codes in "Machine Learning in Action"

timeseries_infogan

InfoGAN to generate temporal sequences.

cnn_autoencoder_mnist

CNN auto-encoder on mnist.

DTW_AP

Affinity Propagation Clustering with DTW distance on temporal sequence classification

GAN_collections

Mecos-tf

Meta-learning-based Cold-Start Sequential Recommendation

generate_normal

Use GAN to generate Gaussian Distribution

DTW_tensorflow

DTW distance matrix computation in TensorFlow.

Apriori

Codes in "Machine Learning in Action"

domain_transfer_mnist

continuous_hidden_markov

Temporal sequences classification with continuous hidden markov models (CHMM).

MyCountVectorizer

A simpler version of sklearn's CountVectorizer.

timeseries_cgan

Generate temporal sequence using CGAN, implemented in TensorFlow.

Import_Test

A sample to import files from father/cousin/nephew path.

JavaScriptASTConverter

A simple demo that converts redundant Abstract Syntax Tree generated by esprima into a simpler tree-structure.

rnn_autoencoder

TencentAlgo2nd

2nd Tencent Algorithm Competition.

AccessToOffer

剑指Offer

ae_mnist

DomainTransfer

gitpushtest

KerasTFrecord

Train keras model with tfrecord data.

LearningToRank

ProgressBar

Show progress bar during a loop.

SIF

sentence embedding by Smooth Inverse Frequency weighting scheme

TencentAlgoSemi

TencentAlgo2020-Semi Codes

ThreadingTest

threading learn in python

timeseries_to_image

Bi-directional translation between temporal sequence and image.

Transformer_keras

Attention is all you need.