@epfml

EPFL Machine Learning and Optimization Laboratory

  • EPFL Machine Learning Course, Fall 2018

    Jupyter Notebook 233 273 Updated Nov 14, 2018
  • CoLa - Decentralized Linear Learning

    Python 3 Apache-2.0 Updated Nov 8, 2018
  • Code for Sparsified SGD.

    Jupyter Notebook 12 1 Apache-2.0 Updated Oct 25, 2018
  • MLO group setup, documentation and job system infos

    Shell 1 4 Updated Oct 24, 2018
  • General purpose unsupervised sentence representations

    C++ 498 114 Updated Jul 10, 2018
  • EPFL Course - Optimization for Machine Learning - CS-439

    Jupyter Notebook 70 27 Updated Jul 4, 2018
  • Code for SemEval-2016 winning classifier "SwissCheese at SemEval-2016 Task 4: Sentiment Classification Using an Ensemble of Convolutional Neural Networks with Distant Supervision"

    Updated Nov 23, 2017
  • Short Course on Optimization for Machine Learning - Slides and Practical Lab - Pre-doc Summer School on Learning Systems, July 3 to 7, 2017, Zürich, Switzerland

    Jupyter Notebook 11 10 Updated Oct 29, 2017
  • extension of distributed training to sparse linear models (L1 regularizers, using primal CoCoA, instead of dual CoCoA for the L2 case in default tensorflow), by @LiamHe

    Python 69,660 Apache-2.0 Updated Feb 12, 2017