Casssini's repositories
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Coursera_Reinforcement_Learning
Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute
aws-machine-learning-university-accelerated-nlp
Machine Learning University: Accelerated Natural Language Processing Class
data-science-from-scratch
code for Data Science From Scratch book
Data-Scientist-Books
Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)
dealing_with_data
Material that I use for a variety of classes and tutorials
Deeplearning.ai
Materials from deeplearning.ai course on Coursera
DMIA_Sport_2019_Autumn
Репозиторий спортивного направления DMIA, осень 2019
DMIA_Sport_2019_Spring
Репозиторий спортивного направления DMIA, весна 2019
easy-pi
:sunglasses: Материалы для успешного прохождения курсов на Бакалаврской программе «Программная инженерия» НИУ ВШЭ
effective-pandas
Source code for my collection of articles on using pandas.
IML
Курс "Введение в машинное обучение" (ВМК, МГУ имени М.В. Ломоносова)
machine-learning-books
a list of machine learning books, covering ML, RL, NLP
Machine-Learning-in-Production
Machine Learning in Production, by BPB Publications
Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
MIPT_Data_Mining_In_Action_2016
"Data Mining in Action Course", Moscow Institute of Physics and Technologies
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
mlops-zoomcamp
Free MLOps course from DataTalks.Club
pandas_exercises
Practice your pandas skills!
Python-programming-exercises
100+ Python challenging programming exercises
PZAD
Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)
rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
scipy-lecture-notes
Tutorial material on the scientific Python ecosystem
Workshops-2020-2021
Workshops for 2020-2021 school year