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atm-design-patterns

ATM implementation employing multiple design patterns

attention-sentiment

My bachelor's degree thesis (with code and experiments) on sentiment classification of Russian texts using Bi-RNN with attention mechanism.

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

cyk_algorithm

CYK (Cocke–Younger–Kasami) algorithm implementation. Written in 2014 during Formal Languages course at MIPT.

deep-nlp

Assignments for Deep Learning for Natural Language Processing course, DeepHackLab, Fall 2016. Based on CS224d.

facedetect

Simple face detector.

facts-generator

fizteh-java-2014

Database implementation, Java, MIPT, 2014.

gauss-seidel

Implementation of Gauss-Seidel method used to solve a linear system of equations.

information-retrieval-coursera

intent_classifier

jupyter-utils

Some useful utilities for work in Jupyter notebooks.

kaggle-environments

kaggle-quora-question-pairs

Code for Quora Question Pairs competition (https://www.kaggle.com/c/quora-question-pairs)

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

law-themes-classifier

linalg-everware

logistic-regression

Logistic Regression simple implementation.

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

mipt-math-stats

Assignments and materials for Modern Mathematical Statistics Methods course, MIPT, Spring 2017.

mipt-nlp

Assignments for Natural Language Processing course, MIPT, 2016

multihead-sentiment

nn-weights-covariance

Paper written in Spring 2016 under supervision of Dr. Strijov V.V.

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

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

subway-map

Force-directed graph drawing algorithm for subway map layout

tf-dl-ud730

Assignments for Udacity Deep Learning class with TensorFlow.