Repositories list

• ml-course

  Public
  Open Machine Learning course

  pythonnatural-language-processingreinforcement-learning+ 7computer-visionmaterialspytorchseminarsmachine-learningcoursedeep-learning

  Jupyter Notebook

  •

  MIT License

  •1.1k•2.4k•18•18•Updated Mar 4, 2025Mar 4, 2025

• sql

  Public
  SQL databases course

  Apache License 2.0

  •0•1•0•0•Updated Mar 3, 2025Mar 3, 2025

• dsp

  Public
  Digital Signal Processing course

  Python

  •

  Apache License 2.0

  •1•25•0•0•Updated Mar 1, 2025Mar 1, 2025

• lean-course

  Public
  Course on theorem proving with Lean

  Lean

  •

  Apache License 2.0

  •2•2•0•0•Updated Feb 27, 2025Feb 27, 2025

• natural-language-processing

  Public
  Natural Language Processing course for MSAI program

  Jupyter Notebook

  •

  MIT License

  •36•53•2•0•Updated Feb 23, 2025Feb 23, 2025

• msai-statistics

  Public
  Open Statistics and Probability Theory course

  lecturesstatisticsslides+ 1probability

  Jupyter Notebook

  •

  MIT License

  •6•21•0•0•Updated Feb 8, 2025Feb 8, 2025

• mlops

  Public
  Course on MLOps by girafe.ai team

  Python

  •

  Apache License 2.0

  •10•75•0•0•Updated Jan 22, 2025Jan 22, 2025

• math-basics-for-ai

  Public
  Math basics course materials

  MIT License

  •8•68•0•0•Updated Jan 21, 2025Jan 21, 2025

• computer-vision

  Public
  0•6•0•0•Updated Jan 7, 2025Jan 7, 2025

• recsys

  Public
  Recommender Systems course

  Jupyter Notebook

  •

  Apache License 2.0

  •4•29•0•0•Updated Dec 27, 2024Dec 27, 2024

• msai-probability

  Public
  Probability Theory for MSAI at MIPT, Fall 2021

  HTML

  •3•5•0•0•Updated Dec 21, 2024Dec 21, 2024

• time-series-course

  Public
  Short course on Time Series Analysis

  Jupyter Notebook

  •1•1•0•0•Updated Dec 13, 2024Dec 13, 2024

• reinforcement-learning

  Public
  RL course for MSAI program

  Jupyter Notebook

  •8•16•0•0•Updated Dec 11, 2024Dec 11, 2024

• msai-algorithms

  Public
  Open course on Algorithms and Data Structures

  pythoncomputer-sciencealgorithms+ 2data-structuresdata-structures-and-algorithms

  Python

  •

  MIT License

  •12•28•1•0•Updated Dec 9, 2024Dec 9, 2024

• graph_ml

  Public
  Short course on Graph ML. Based on https://netspractice.github.io/ml-on-graphs/

  Jupyter Notebook

  •0•2•0•0•Updated Mar 26, 2024Mar 26, 2024

• msai-python

  Public
  Open course on Python and Software Development

  pythonsyntaxcourse+ 5guideslidesoopexpressionsbeginners

  Jupyter Notebook

  •

  MIT License

  •13•22•0•2•Updated Dec 19, 2023Dec 19, 2023

• journal-club

  Public
  Slides and info for girafe-ai Journal Club

  pythonmachine-learningcomputer-vision+ 4deep-learningsotaarticles-summariesjournal-club

  GNU General Public License v3.0

  •2•20•0•0•Updated Jul 24, 2023Jul 24, 2023

• geometric-dl

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated May 23, 2023May 23, 2023

• ml-mipt

  Public
  Former repository of ML course. Redirect link included

  1•9•0•0•Updated Jan 18, 2023Jan 18, 2023

• distributed-learning

  Public archive
  Techniques of Distributed Learning course

  Jupyter Notebook

  •

  Apache License 2.0

  •5•2•0•0•Updated Dec 8, 2022Dec 8, 2022

• msai-optimization

  Public
  Optimization course for MSAI at MIPT

  lecturesoptimizationslides+ 4gradient-descentoptimization-algorithmsconvex-optimizationnewton-method

  Jupyter Notebook

  •5•8•0•0•Updated Dec 5, 2022Dec 5, 2022

• software-development-for-ds

  Public
  Repository with course materials for Software Development and Python for DS

  Jupyter Notebook

  •9•2•0•1•Updated Nov 20, 2022Nov 20, 2022

• digital-signal-processing

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Nov 20, 2022Nov 20, 2022

• eeg-models

  Public
  Collection of models and instruments to efficiently process EEG data

  Python

  •

  GNU General Public License v3.0

  •2•6•0•3•Updated Nov 20, 2022Nov 20, 2022

• face-keypoints

  Public
  Models, datasets and tools for Facial keypoints detection

  Python

  •

  Apache License 2.0

  •0•1•0•1•Updated Nov 20, 2022Nov 20, 2022

• robotics

  Public
  Robotics course from girafe-ai team

  pythoncourseslides+ 2roboticsros

  Jupyter Notebook

  •

  Apache License 2.0

  •6•12•0•0•Updated Nov 20, 2022Nov 20, 2022

• madmo-basic

  Public
  Курс МАДМО базовый

  Jupyter Notebook

  •

  Apache License 2.0

  •9•1•0•0•Updated Nov 20, 2022Nov 20, 2022

• evalai-refinement

  Public
  0•0•0•0•Updated Oct 29, 2022Oct 29, 2022

• moabb

  Public
  Mother of All BCI Benchmarks

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •187•1•0•0•Updated Nov 7, 2021Nov 7, 2021

• msai-statistics-2sem

  Public
  Spring term course on Statistical Inference

  0•1•0•0•Updated Mar 24, 2021Mar 24, 2021