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100_numpy_exercises_rus_ver

100 упражнений по numpy версия на русском

21tasks

ant_colony_optimization_v2.0_multithreading

Implementation ant colony optimization algorithm for solving the travelling salesman problem with possibility to use parallel computing

contests

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

data-fusion-contest-goodsification--18-place-on-public-liderboard-

Многоклассовая классификация товаров в чеках

data-science-interviews

Data science interview questions and answers

datasets-coursera

deeplearning-models

A collection of various deep learning architectures, models, and tips

design-patterns-cpp

C++ Design Patterns

docker-tutorial

ds_school

fast-and-clean

graph_algorithms

Implementation of several algorithms on graphs, such as traversal, finding shortest paths, finding the minimum spanning tree and solving travelling salesman problem.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

igorbio

interviews

Interview hints

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

key_value_store

Implementation of data structures such as hash table, avl tree, b+ tree

math_utils

Implementation of the standard library math.h in C

megafon-test

Data science тестовое на стажировку в Мегафон осень 2020

mgimo-python-bootcamp

ml-course-hse

Машинное обучение на ФКН ВШЭ

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-mipt

Open Machine Learning course at MIPT

ml_project_example

small example to demonstrate project structure

multilayer_perceptron

Implementation of a simple artificial neural network in the form of a perceptron, which can be trained on an open dataset and perform recognition of 26 handwritten letters of the Latin alphabet.

nlp_course

YSDA course in Natural Language Processing

pet-projects

Сборник PET-проектов по специализации Data Science