Ilia Ivanov's repositories
tf-rnn-attention
Tensorflow implementation of attention mechanism for text classification tasks.
attention-sentiment
My bachelor's degree thesis (with code and experiments) on sentiment classification of Russian texts using Bi-RNN with attention mechanism.
subway-map
Force-directed graph drawing algorithm for subway map layout
ysda-information-retrieval
Assignments and materials for Information Retrieval course, YSDA, Spring 2017
mipt-math-stats
Assignments and materials for Modern Mathematical Statistics Methods course, MIPT, Spring 2017.
ysda-computer-vision-part1
Computer Vision course at YSDA, 2017
ysda-ml-theory
Machine Learning Algorithms, YSDA, 2018
ysda-statistics-in-ml
Statistics in ML, YSDA, 2018
atm-design-patterns
ATM implementation employing multiple design patterns
cyk_algorithm
CYK (Cocke–Younger–Kasami) algorithm implementation. Written in 2014 during Formal Languages course at MIPT.
jupyter-utils
Some useful utilities for work in Jupyter notebooks.
kaggle-quora-question-pairs
Code for Quora Question Pairs competition (https://www.kaggle.com/c/quora-question-pairs)
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
Practical_DL
DL course taught by Victor Lempitsky
SantoriniAI
Artificial Intelligence for the boardgame Santorini
scikit-learn
scikit-learn: machine learning in Python
shape-classifier
ShapeClassifier class with unit tests and mutation testing
ysda-algorithms
Algorithms and Data Structures course at YSDA, 2017
ysda-discrete-maths
Discrete Mathematics and Probability Theory course at YSDA
ysda-machine-translation
Assignments and materials for Machine Translation course, YSDA, Spring 2017.