Tensorflow Implementation of the state-of-art deep learning-based clustering and anomaly detection methods.

January 5, 2021 ยท View on GitHub

  • DL based clustering approach
    • DEC: Unsupervised deep embedding for clustering analysis. ICML 2016.
    • DCN: Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering. ICML 2017.
  • DL based anomaly detection
    • DAGMM: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection. ICLR, 2018.
  • GPU version of tsne.