Discover yandexdataschool/mlhep2016 Open Source project

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Machine Learning in High Energy Physics 2016

nlp_course

YSDA course in Natural Language Processing

Jupyter Notebook

9,774

Practical_RL

A course in reinforcement learning in the wild

Jupyter Notebook

5,900

Practical_DL

DL course co-developed by YSDA, HSE and Skoltech

Jupyter Notebook

1,559

AgentNet

Deep Reinforcement Learning library for humans

Python

301

deep_vision_and_graphics

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

Jupyter Notebook

300

speech_course

YSDA course in Speech Processing.

Jupyter Notebook

200

sdc_course

Short course about self-driving cars

JavaScript

157

roc_comparison

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

Python

144

YSDA_deeplearning17

Yandex SDA classes on deep learning. Version of year 2017

Jupyter Notebook

116

MLatImperial2017

Materials for the course of machine learning at Imperial College organized by Yandex SDA

Jupyter Notebook

sklearn-deeprl

Deep reinforcement learning. In scikit-learn. In less than 50 effective lines.

Jupyter Notebook

MLatGradDays

Course of Machine Learning in Science and Industry at Heidelberg university

Jupyter Notebook

mlhep2019

MLHEP'19 slides and notebooks

Jupyter Notebook

ml-training-website

ML Training website

HTML

python_public

Открытые материалы курса по питону

Jupyter Notebook

flavours-of-physics-start

Starter kit for "Flavours of Physics" challenge at Kaggle

Python

gumbel_lstm

Experiments with binary LSTM using gumbel-sigmoid

Jupyter Notebook

satellite-collision-avoidance

RL for optimal satellite collision avoidance maneuvres

Python

mlhep2018

MLHEP-18 slides and stuff

Jupyter Notebook

mlhep2017

MLHEP 2017 slides & seminars

Jupyter Notebook

CSC_deeplearning

3-day dive into deep learning at csc

Jupyter Notebook

manytask

The auto solution checking system for YSDA; server, storing grades and managing deadlines

Python

IDAO-2019-muon-id

Problem for IDAO 2019 on LHCb Muon Identification

Jupyter Notebook

MLatImperial2016

Materials for the course of machine learning at Imperial College organized by YSDA

Jupyter Notebook

ML-Handbook-materials

Notebooks and other media for ML Handbook

Jupyter Notebook

mlhep2015

MLHEP 2015 materials (http://hse.ru/mlhep2015)

Shell

modelgym

Gym for predictive models

Jupyter Notebook

mlhep2020-assignments

Jupyter Notebook

algorithms

Тут находится страница курса алгоритмов yandexdataschool.ru

CSS

students_projects

Темы студенческих проектов

Makefile

cms-dqm

CMS data quality monitoring

Jupyter Notebook

gumbel_dpg

Blog post: how to do deterministic policy gradient with gumbel softmax and why you should do it.

Jupyter Notebook

MLatImperial2020

Jupyter Notebook

tinyverse

Universe RL trainer platform. Simple. Supple. Scalable.

Jupyter Notebook

MLatImperial2018

ML at Imperial College

Jupyter Notebook

neurohack-2016-starterkit

neurohack starter kit

Jupyter Notebook

asml

Jupyter Notebook

dlatscale_draft

This is an early version of Deep Learning at Scale course for Yandex School of Data Analysis

Jupyter Notebook

inverse-problem-intensive

A short course on simulation-based infernce for physics at YSDA in April 2021

Jupyter Notebook

QuantileTransformerTF

Tensorflow implementation of sklearn.preprocessing.QuantileTransformer

Python

dqn_binder

a deep reinforcement learning tutorial

Jupyter Notebook

PreciseGAN

A research repo for studying different techniques towards making more precise GANs

Python

reproducible_analysis_course

A course on tools for collaborative and reproducible machine learning

Jupyter Notebook

MLHEP-2020-muon-id

Muon identification chellenge for MLHEP-2020

Jupyter Notebook

MLatImperial2022

Jupyter Notebook

mlhep-course-2016

materials for course on machine learning for HEP at YSDA

Jupyter Notebook

crayimage

A toolkit for image manipulation. Not for humans.

Python

ML-Handbook

JavaScript

Python

mlhep-course-2017

materials for course on machine learning for HEP at YSDA

Jupyter Notebook

neurohack-2016-winners

Winners of neuroscience hackathon

Jupyter Notebook

mlhep2018-starterkit

Starter kit for MLHEP-18 challenge

Jupyter Notebook

cuda_course

Cuda

Jupyter Notebook

dl-course-tensorflow

[in progress] Translating all our materials from https://github.com/ddtm/dl-course to tensorflow

darkmatter-2017

Jupyter Notebook

ship_tracks_recognition

Jupyter Notebook

checker

The auto solution checking system for YSDA; client, checking solutions and sending grades

Python

lilbert

Jupyter Notebook

mlda

Machine Learning, Data Analysis course materials

Makefile

MLatMISiS2018

Machine Learning track for Physics at MISiS

Jupyter Notebook

manchester-cp-asymmetry-tutorial

Manchester CP asymmetry tutorial

Jupyter Notebook

datanight2015-starterkit

Data Analysis Night StarterKit (https://academy.yandex.ru/events/data-analysis-night/2015/)

Python

REP_tutorial

Examples of using yandex/rep framework

Jupyter Notebook

cern_summer_school_2017

CERN openlab Summer School 2017 Machine Learning - Parts 3 &4

Jupyter Notebook

sentinels

sentinels data analysis

Jupyter Notebook

cern-higgsml-baseline

baseline solution for HiggsML challenge using data from CERN open data portal

crowd_course

cpp0_course

KSfinder

HSE-DataNight-StarterKit

Everware version of HSE data night starter kit

Jupyter Notebook

aleph2015

Applying (machine) Learning to Experimental Physics (ALEPH) and «Flavours of Physics» challenge

HTML

everware-base-image

Python

mamontov-lhc-display

The Large Hadron Collider status display in Yandex HQ

JavaScript

pyretina

Python

reproducible_analysis_course_py3

Jupyter Notebook

eScience-2016-everware

The presentation for https://www.esciencecenter.nl/event/4th-national-escience-symposium

CSS

datanight2015-advanced-starterkit

Data Analysis Night Advanced StarterKit (https://academy.yandex.ru/events/data-analysis-night/2015/)

Python

moseskit

Train phrase-based machine translation in one bash command with decent defaults. Docker-powered.

Ruby

MLHEP2020-black-box

A competition for the MLHEP 2020 summer school.

Jupyter Notebook

yandexdataschool/mlhep2016

yandexdataschool

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