Yandex School of Data Analysis

Repositories

• Practical_RL

  A course in reinforcement learning in the wild

  lasagne theano reinforcement-learning deep-learning course-materials mooc tensorflow
  Jupyter Notebook Unlicense 1,193 3,984 38 (3 issues need help) 3 Updated Jun 19, 2020

• sdc_course

  Short course about self-driving cars
  Jupyter Notebook MIT 32 54 0 0 Updated Jun 16, 2020

• gumbel_lstm

  Experiments with binary LSTM using gumbel-sigmoid
  Jupyter Notebook 2 13 0 0 Updated May 28, 2020

• Practical_DL

  DL course co-developed by YSDA, HSE and Skoltech

  course lasagne theano deep-learning course-materials
  Jupyter Notebook MIT 409 890 8 1 Updated May 17, 2020

• everware-base-image
  Python 0 1 0 1 Updated Mar 31, 2020

• MLatImperial2020
  Jupyter Notebook MIT 5 10 0 0 Updated Feb 7, 2020

• nlp_course

  YSDA course in Natural Language Processing
  Jupyter Notebook MIT 1,635 5,810 1 0 Updated Jan 13, 2020

• CaloGAN

  Forked from hep-lbdl/CaloGAN

  Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
  Jupyter Notebook 47 4 0 0 Updated Jan 7, 2020

• PreciseGAN

  A research repo for studying different techniques towards making more precise GANs
  Python 0 4 4 0 Updated Nov 17, 2019

• mlhep2019

  MLHEP'19 slides and notebooks
  Jupyter Notebook MIT 49 35 0 0 Updated Nov 9, 2019

• mlhep2016

  Machine Learning in High Energy Physics 2016
  Jupyter Notebook 66 69 0 3 Updated Oct 14, 2019

• ml-training-website

  ML Training website
  HTML 12 43 0 0 Updated Oct 1, 2019

• ML-sWeights-experiments

  Experiments for the "Machine Learning on data with sPlot background subtraction" paper

  machine-learning statistics data-analysis high-energy-physics
  Jupyter Notebook Apache-2.0 1 0 0 0 Updated Jul 15, 2019

• roc_comparison

  The fast version of DeLong's method for computing the covariance of unadjusted AUC.

  data-science statistics
  Python 8 24 4 0 Updated Jul 1, 2019

• lilbert
  Jupyter Notebook 0 2 0 1 Updated Jun 6, 2019

• modelgym

  Gym for predictive models
  Jupyter Notebook Apache-2.0 18 14 13 2 Updated Mar 7, 2019

• python_public

  Открытые материалы курса по питону
  Jupyter Notebook 22 32 0 0 Updated Feb 11, 2019

• MLatImperial2019
  Jupyter Notebook Apache-2.0 7 16 0 0 Updated Feb 11, 2019

• lsml-projects

  LSML grade projects info
  3 0 0 0 Updated Feb 8, 2019

• IDAO-2019-muon-id

  Problem for IDAO 2019 on LHCb Muon Identification

  data-science machine-learning competitive-programming high-energy-physics lhcb
  Jupyter Notebook Apache-2.0 18 24 0 0 Updated Jan 28, 2019

• darkmatter-2017
  Jupyter Notebook MIT 15 2 0 4 Updated Jan 14, 2019

• moseskit

  Train phrase-based machine translation in one bash command with decent defaults. Docker-powered.
  Ruby 0 1 0 0 Updated Jan 9, 2019

• anytask

  Forked from znick/anytask
  Python MIT 20 1 0 0 Updated Nov 28, 2018

• MLatMISiS2018

  Machine Learning track for Physics at MISiS
  Jupyter Notebook 4 2 0 0 Updated Nov 21, 2018

• OPERA-opendata
  Jupyter Notebook 1 0 0 0 Updated Nov 18, 2018

• QuantileTransformerTF

  Tensorflow implementation of sklearn.preprocessing.QuantileTransformer
  Python Apache-2.0 1 5 2 0 Updated Nov 13, 2018

• muon_shield_optimisation

  Forked from olantwin/muon_shield_optimisation
  TeX 5 0 0 0 Updated Oct 3, 2018

• DataPopularity

  Storage optimization for LHCb experiment.
  Jupyter Notebook 4 4 1 0 Updated Sep 18, 2018

• nbgrader

  Forked from jupyter/nbgrader

  A system for assigning and grading notebooks
  HTML 244 0 0 0 Updated Sep 5, 2018

• mlhep2018

  MLHEP-18 slides and stuff
  Jupyter Notebook Apache-2.0 26 26 0 0 Updated Aug 14, 2018