Yandex School of Data Analysis

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109 repositories

Practical_DL
Public
DL course co-developed by YSDA, HSE and Skoltech
course lasagne theano deep-learning course-materials
Jupyter Notebook
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MIT License
•644•1.6k•9•6•Updated Dec 13, 2024Dec 13, 2024
deep_vision_and_graphics
Public
Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.
course computer-vision deep-learning course-materials pytorch
Jupyter Notebook
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MIT License
•95•309•2•4•Updated Dec 11, 2024Dec 11, 2024
nlp_course
Public
YSDA course in Natural Language Processing
Jupyter Notebook
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MIT License
•2.6k•9.9k•1•8•Updated Dec 10, 2024Dec 10, 2024
crowd_course
Public
Jupyter Notebook
•0•1•0•0•Updated Nov 7, 2024Nov 7, 2024
Practical_RL
Public
A course in reinforcement learning in the wild
course-materials mooc keras pytorch hacktoberfest git-course pytorch-tutorials reinforcement-learning deep-learning tensorflow
Jupyter Notebook
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The Unlicense
•1.7k•6k•36•4•Updated Oct 24, 2024Oct 24, 2024
algorithms
Public
Тут находится страница курса алгоритмов yandexdataschool.ru
CSS
•3•16•0•0•Updated Oct 5, 2024Oct 5, 2024
cuda_course
Public
Cuda
•0•4•0•0•Updated Sep 2, 2024Sep 2, 2024
cpp0_course
Public
Python
•0•1•0•0•Updated Aug 10, 2024Aug 10, 2024
sphinx-lesson-template
Public template
Empty template lesson
Python
•8•0•0•0•Updated Aug 10, 2024Aug 10, 2024
speech_course
Public
YSDA course in Speech Processing.
dsp tts asr
Jupyter Notebook
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MIT License
•66•207•2•0•Updated Jul 1, 2024Jul 1, 2024
sdc_course
Public
Short course about self-driving cars
JavaScript
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MIT License
•62•157•0•3•Updated May 19, 2024May 19, 2024
fastDIRC
Public
Code used to generate the data for Derkach, D., Kazeev, N., Ratnikov, F., Ustyuzhanin, A., & Volokhova, A. (2020). Cherenkov detectors fast simulation using neural networks. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 952, 161804.
monte-carlo-simulation cherenkov-detector dirc
C++
•0•0•0•0•Updated Jun 30, 2023Jun 30, 2023
asml
Public
Jupyter Notebook
•2•7•1•0•Updated Mar 12, 2023Mar 12, 2023
lilbert
Public
Jupyter Notebook
•1•3•0•2•Updated Dec 7, 2022Dec 7, 2022
mlhep2020-assignments
Public
Jupyter Notebook
•29•17•0•0•Updated Oct 18, 2022Oct 18, 2022
roc_comparison
Public
The fast version of DeLong's method for computing the covariance of unadjusted AUC.
data-science statistics
Python
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MIT License
•40•147•4•0•Updated Jul 13, 2022Jul 13, 2022
satellite-collision-avoidance
Public
RL for optimal satellite collision avoidance maneuvres
Python
•7•27•11•1•Updated Mar 3, 2022Mar 3, 2022
MLatImperial2022
Public
Jupyter Notebook
•9•5•0•0•Updated Feb 4, 2022Feb 4, 2022
dlatscale_draft
Public
This is an early version of Deep Learning at Scale course for Yandex School of Data Analysis
Jupyter Notebook
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The Unlicense
•4•7•0•0•Updated Jan 22, 2022Jan 22, 2022
ML-Handbook
Public
JavaScript
•0•5•0•1•Updated Nov 9, 2021Nov 9, 2021
ML-Handbook-materials
Public
Notebooks and other media for ML Handbook
Jupyter Notebook
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MIT License
•3•19•0•0•Updated Nov 1, 2021Nov 1, 2021
mlhep-2021-baseline
Public
Baseline for MLHEP 2021 competitions
physics cnn pytorch dark-matter cygno
Python
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Apache License 2.0
•23•7•0•0•Updated Jul 27, 2021Jul 27, 2021
CaloGAN
Public
Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
Jupyter Notebook
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Other
•66•6•0•0•Updated May 10, 2021May 10, 2021
inverse-problem-intensive
Public
A short course on simulation-based infernce for physics at YSDA in April 2021
machine-learning inference bayesian-inference optimisation surrogate-based-optimization neural-ode simulation-based-inference
Jupyter Notebook
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Apache License 2.0
•1•7•0•0•Updated Apr 21, 2021Apr 21, 2021
everware-base-image
Public archive
Python
•0•1•0•2•Updated Feb 2, 2021Feb 2, 2021
MLHEP2020-black-box
Public
A competition for the MLHEP 2020 summer school.
Jupyter Notebook
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MIT License
•8•1•0•0•Updated Jul 24, 2020Jul 24, 2020
MLHEP-2020-muon-id
Public
Muon identification chellenge for MLHEP-2020
Jupyter Notebook
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Apache License 2.0
•24•5•0•0•Updated Jul 17, 2020Jul 17, 2020
gumbel_lstm
Public
Experiments with binary LSTM using gumbel-sigmoid
Jupyter Notebook
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MIT License
•5•30•0•0•Updated May 28, 2020May 28, 2020
PreciseGAN
Public
A research repo for studying different techniques towards making more precise GANs
Python
•1•6•4•0•Updated Nov 17, 2019Nov 17, 2019
mlhep2019
Public archive
MLHEP'19 slides and notebooks
Jupyter Notebook
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MIT License
•55•45•0•0•Updated Nov 9, 2019Nov 9, 2019