Sarana Abidueva's repositories
buryat-russian-machine-translation
Machine translation from buryat to russian and vice versa
-Numerical-methods-
These are my university projects on the discipline "Numerical methods". I implemented various algorithms of numeric calculations such as: interpolation, approximation, integral calculation, solving equations, solving systems of linear algebraic equations (SLAE), minimization of quadratic function
Anomaly-detection
Anomaly Detection of Network Packets using GAN and Random forest
image-classification-cats-and-dogs-
Using convolutional neural networks for binary image classification.
statistics-university-projects
These are projects I've done on R and Excel for my university statistics course. I checked hypotheses about distribution laws, parameters evaluation.
string-matching-algorithms
I made a presentation on string matching algorithms in university, so I wrote a few of them on python.
coursera-data-science-specialization
Tasks I completed and materials from specialization https://www.coursera.org/specializations/machine-learning-data-analysis
document-classification-spbu
Homeworks for spbu course "document classification". Includes Python and algorithmic, machine learning and natural language processing tasks.
more.hack4_solution
Our solution to VTB data hackathon. We provided a solution to two tasks: trend extraction from news and giving digests according to professions buhgalter and businessman.
Vaccination-Telegram-channel
I extracted data from Telegram channel https://t.me/GamCOVIDVac about volunteers who tried vaccination in Russia. I made preprocessing of dataset such as normalization, lemmatization, tokenization, stop-words removal. The following work is to create an nlp model that would make sentiment analysis answering the question, are vaccines are good for health, or not, and which ones.
coursera-SPbU-course
I practiced NLP on a course. There are some pieces of code I used while completing course https://www.coursera.org/learn/vvedeniye-v-nauku-o-dannykh
delivery-service-database
A project I made for university. I created a database for an imaginary delivery company.
Hopfield-network
Hopfield networks are first reccurent networks made in 1982. I tested the architecture on MNIST dataset.
inverse-pendulum-DQN
I started studying unsupervised learning, specifically, deep Q networks. I tried to figure out how agents work.
programming-basics-tasks
Basic programmes on C++ I made when I was learning programming in 2019-2020