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tsgan

Time-series Generative Adversarial Networks (fork from the ML-AIM research group on bitbucket))

vae-anomaly-detector

Experiments on unsupervised anomaly detection using variational autoencoder. The variational autoencoder is implemented in Pytorch.

vae-for-anomaly-detection

MLP_VAE, Anomaly Detection, LSTM_VAE, Multivariate Time-Series Anomaly Detection, IndRNN_VAE, Tensorflow

variational-lstm-autoencoder

Lstm variational auto-encoder API for time series anomaly detection and features extraction

vector-homomorphic-encryption

6.857 project - implementation of scheme for encrypting integer vectors that allows addition, linear transformation, and weighted inner products.

vertical-federated-learning

vfl_paper_list

vertical federated learning paper lists

warp-ctc

Fast parallel CTC.

workshops

A few exercises for use at events.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

yasl

YASL (Yet Another Simple library) is a C++ library contains modules and utilities which other Secretflow code depends on.

yolact

A simple, fully convolutional model for real-time instance segmentation.