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hexlet-git

hse_nlp

Advanced Natural Language Processing

introduction-to-tensorflow-for-artificial-intelligence-machine-learning-and-deep-learning-coursera

This repository contains the assignments for the Coursera course Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning.

ipam-tutorials

IPAM Tutorials on Theano/Torch

kaggle_state_farm

VGG & Resnet Neural Networks for Kaggle's State Farm Distracted Driver Detection contest (Tensorflow)

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras

Deep Learning for humans

labelpropagation

A simple implementation of Label Propagation.

ldl

Learning Deep Learning

lectures

Oxford Deep NLP 2017 course

link-prediction

Solution to Facebook's link prediction contest on Kaggle.

lsml_hse

LSML HSE course repo

machine-learning

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearning

A repo with tutorials for algorithms from scratch

makegirlsmoe_web

Create Anime Characters with MakeGirlsMoe

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

ml-course-hse

Машинное обучение на ФКН ВШЭ

ml-lessons

movie-recommendation-system

Different takes at creating a content based movie recommendation system using MovieLens dataset

movie-recommender-system

Movie Recommendations on MovieLens data

movie_recommendation_system

A simple movie recommendation system built using Movielens 100K dataset.

movielens

4 different recommendation engines for the MovieLens dataset.

movielens_recommendation

Making recommendations using MovieLens dataset

movierecommendationsystem

A movie recommendation system using MovieLens dataset to evaluate recommender algorithms

my_recom

networks

Network Science classes

networks_analysis_plus_recommendations_system

This project explores the classic MovieLens dataset, first from a networks perspective, analyzing the relationship between users and movies. Later, in the main part of the project, we built and evaluate several Recommendations Systems.

nlp-sber-winter-2022

NLP-Sber-Winter-2022

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers