Yandex School of Data Analysis

Repositories

• Practical_DL

  DL course co-developed by YSDA, HSE and Skoltech

  course lasagne theano deep-learning course-materials
  Jupyter Notebook MIT 439 952 9 1 Updated Nov 5, 2020

• Practical_RL

  A course in reinforcement learning in the wild

  lasagne theano reinforcement-learning deep-learning course-materials mooc tensorflow
  Jupyter Notebook Unlicense 1,282 4,201 36 (3 issues need help) 3 Updated Nov 1, 2020

• nlp_course

  YSDA course in Natural Language Processing
  Jupyter Notebook MIT 1,789 6,339 1 0 Updated Oct 31, 2020

• roc_comparison

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

  data-science statistics
  Python 17 30 4 2 Updated Oct 13, 2020

• mlhep2020-assignments
  Jupyter Notebook 18 10 0 0 Updated Jul 29, 2020

• MLHEP2020-black-box

  A competition for the MLHEP 2020 summer school.
  Jupyter Notebook MIT 7 0 0 0 Updated Jul 24, 2020

• MLHEP-2020-muon-id

  Muon identification chellenge for MLHEP-2020
  Jupyter Notebook Apache-2.0 28 3 0 0 Updated Jul 17, 2020

• sdc_course

  Short course about self-driving cars
  Jupyter Notebook MIT 40 62 0 0 Updated Jun 16, 2020

• gumbel_lstm

  Experiments with binary LSTM using gumbel-sigmoid
  Jupyter Notebook 3 18 0 0 Updated May 28, 2020

• everware-base-image
  Python 0 1 0 1 Updated Mar 30, 2020

• MLatImperial2020
  Jupyter Notebook MIT 6 11 0 0 Updated Feb 7, 2020

• CaloGAN

  Forked from hep-lbdl/CaloGAN

  Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
  Jupyter Notebook 52 4 0 0 Updated Jan 8, 2020

• PreciseGAN

  A research repo for studying different techniques towards making more precise GANs
  Python 0 5 4 0 Updated Nov 17, 2019

• mlhep2019

  MLHEP'19 slides and notebooks
  Jupyter Notebook MIT 51 36 0 0 Updated Nov 9, 2019

• mlhep2016

  Machine Learning in High Energy Physics 2016
  Jupyter Notebook 68 68 0 3 Updated Oct 14, 2019

• ml-training-website

  ML Training website
  HTML 12 44 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 2 0 0 0 Updated Jul 15, 2019

• lilbert
  Jupyter Notebook 0 3 0 1 Updated Jun 6, 2019

• modelgym

  Gym for predictive models
  Jupyter Notebook Apache-2.0 17 14 13 2 Updated Mar 7, 2019

• python_public

  Открытые материалы курса по питону
  Jupyter Notebook 21 33 0 0 Updated Feb 12, 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 25 0 0 Updated Jan 28, 2019

• darkmatter-2017
  Jupyter Notebook MIT 15 3 0 4 Updated Jan 14, 2019

• moseskit

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

• anytask

  Forked from znick/anytask
  Python MIT 22 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