├── Deep Learning ├── Files │ ├── STT2.tsv │ ├── STT2_train_task08.tsv │ ├── names.txt │ ├── quora.txt │ ├── test_authors.csv │ ├── test_authors_new.csv │ ├── train_authors.csv │ └── train_authors_new.csv ├── Images │ ├── dl_6_6.png │ ├── dl_6_8.png │ └── tmp ├── README.md ├── holdout_texts08.npy ├── lectures_autumn_2022.md ├── lectures_autumn_2023.md ├── lectures_autumn_2024.md ├── lectures_spring_2023.md ├── lectures_spring_2024.md ├── onegin_hw07.txt ├── submission_template01.py ├── submission_template04.py ├── submission_template09.py └── template_p01.py ├── Intro to programming ├── README.md └── lecture_spring_2022.md ├── LICENSE ├── LaTeX ├── Examples │ ├── AIP Publishing template │ │ ├── .DS_Store │ │ ├── Illustrations │ │ │ └── loss.png │ │ ├── Text │ │ │ ├── classic_object_detectors.tex │ │ │ └── intro.tex │ │ ├── aapmrev4-1.bst │ │ ├── aip4-1.rtx │ │ ├── aipauth4-1.bst │ │ ├── aipguide4-1.pdf │ │ ├── aipnum4-1.bst │ │ ├── aipsamp.bib │ │ ├── aipsamp.tex │ │ ├── aiptemplate.tex │ │ ├── apsrev4-1.bst │ │ ├── apsrmp4-1.bst │ │ ├── fig_1.png │ │ ├── fig_2.eps │ │ ├── ltxdocext.sty │ │ ├── ltxfront.sty │ │ ├── ltxgrid.sty │ │ ├── ltxutil.sty │ │ ├── main.tex │ │ ├── revsymb4-1.sty │ │ └── revtex4-1.cls │ ├── Custom_template │ │ ├── im1.png │ │ ├── im2.svg │ │ ├── im3.pdf │ │ ├── im4.pdf │ │ ├── im5.pdf │ │ ├── untitled.fls │ │ ├── untitled.pdf │ │ └── untitled.tex │ ├── HSE Linguistics coursepaper template │ │ ├── .DS_Store │ │ ├── 0_front_page.tex │ │ ├── Montserrat-Bold.ttf │ │ ├── Montserrat-BoldItalic.ttf │ │ ├── Montserrat-Italic.ttf │ │ ├── Montserrat-Regular.ttf │ │ ├── Roboto-Black.ttf │ │ ├── Roboto-Bold.ttf │ │ ├── Roboto-BoldItalic.ttf │ │ ├── Roboto-Italic.ttf │ │ ├── Roboto-Regular.ttf │ │ ├── Roboto │ │ │ ├── Roboto-BlackItalic.ttf │ │ │ ├── Roboto-Light.ttf │ │ │ ├── Roboto-LightItalic.ttf │ │ │ ├── Roboto-Medium.ttf │ │ │ ├── Roboto-MediumItalic.ttf │ │ │ ├── Roboto-Thin.ttf │ │ │ └── Roboto-ThinItalic.ttf │ │ ├── Text │ │ │ └── intro.tex │ │ ├── bibliography.bib │ │ ├── brill.ttf │ │ ├── brillb.ttf │ │ ├── brillbi.ttf │ │ ├── brilli.ttf │ │ ├── pre.tex │ │ └── your_paper.tex │ └── MDPI_template │ │ ├── .DS_Store │ │ ├── Definitions │ │ ├── chicago2.bst │ │ ├── journalnames.tex │ │ ├── logo-ccby.eps │ │ ├── logo-mdpi-eps-converted-to.pdf │ │ ├── logo-mdpi.eps │ │ ├── logo-orcid.pdf │ │ ├── logo-updates.eps │ │ ├── mdpi.bst │ │ └── mdpi.cls │ │ ├── Illustrations │ │ └── loss.png │ │ ├── Text │ │ ├── classic_object_detectors.tex │ │ └── intro.tex │ │ ├── bibliography.bib │ │ ├── main.pdf │ │ ├── main.tex │ │ ├── template copy.pdf │ │ ├── template.pdf │ │ └── template.tex ├── LaTeX_2.md ├── references └── references.md ├── Machine Learning ├── Images │ ├── ml_5_1.png │ ├── ml_6_3.png │ ├── ml_6_6.png │ ├── ml_6_8.png │ └── tmp ├── README.md ├── lecture_spring_2022.md ├── lectures_autumn_2022.md ├── lectures_autumn_2023.md ├── lectures_autumn_2024.md ├── lectures_spring_2023.md └── lectures_spring_2024.md ├── Math ├── README.md ├── STATISTICS.md ├── lectures │ ├── lecture1 │ │ ├── TF32-BERT.png │ │ ├── bfloat16.png │ │ ├── chebyshev.jpeg │ │ ├── double64.png │ │ ├── lecture1.ipynb │ │ ├── manhattan.jpeg │ │ ├── tensor_float_cf.png │ │ └── tensorfloat.png │ ├── lecture10 │ │ ├── lecture10.ipynb │ │ └── nesterov_plot.png │ ├── lecture11 │ │ ├── lecture11.ipynb │ │ └── optax_common.png │ ├── lecture12 │ │ ├── bfgs.png │ │ └── lecture12.ipynb │ ├── lecture2 │ │ ├── householder.jpeg │ │ └── lecture2.ipynb │ ├── lecture3 │ │ ├── a319_4.png │ │ └── lecture3.ipynb │ ├── lecture4 │ │ └── lecture4.ipynb │ ├── lecture5 │ │ ├── 1d_block.jpg │ │ ├── 2d_block.png │ │ ├── cache_scheme.png │ │ ├── graph_dense.png │ │ ├── graph_sparse.png │ │ ├── lecture5.ipynb │ │ └── sbd.png │ ├── lecture6 │ │ └── lecture6.ipynb │ ├── lecture7 │ │ └── lecture7.ipynb │ ├── lecture8 │ │ └── lecture8.ipynb │ └── lecture9 │ │ ├── heavy_ball.png │ │ └── lecture9.ipynb └── seminars │ ├── seminar1 │ └── seminar1.ipynb │ ├── seminar10 │ └── seminar10.ipynb │ ├── seminar11 │ └── seminar11.ipynb │ ├── seminar12 │ └── seminar12.ipynb │ ├── seminar2 │ ├── movies.gz │ ├── ratings.gz │ └── seminar2.ipynb │ ├── seminar3 │ ├── K-means_convergence.gif │ ├── clustering_demo.png │ └── seminar3.ipynb │ ├── seminar4 │ └── seminar4.ipynb │ ├── seminar5 │ └── seminar5.ipynb │ ├── seminar6 │ └── seminar6.ipynb │ ├── seminar7 │ ├── karate.gml │ └── seminar7.ipynb │ ├── seminar8 │ └── seminar8.ipynb │ └── seminar9 │ └── seminar9.ipynb ├── Python ├── README.md ├── instructions │ ├── GoogleColab.md │ ├── IDE-review.md │ ├── Images │ │ ├── Float_first.png │ │ ├── Float_second.png │ │ ├── GoogleCollabWithoutPrint.png │ │ ├── GoogleCollab_1.png │ │ ├── GoogleCollab_2.png │ │ ├── GoogleCollab_3.png │ │ ├── GoogleCollab_4.png │ │ ├── GoogleCollab_5.png │ │ ├── GoogleCollab_6.png │ │ ├── Int_first.png │ │ ├── Int_second.png │ │ ├── List_Print_first.png │ │ ├── List_Print_second.png │ │ ├── List_print_third.png │ │ ├── task_1_2.png │ │ └── 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