Elizaveta55

dialogue_system

NLP generative dialogue system for Russian language based on several models (Eliza, Seq2Seq, ruT5, ruGPT) and generative quality assessment on DeepPavlov.

fake_classifier

This is a repository for NLP classification of news titles for Russian

lstm_comparison

This a study repository for comparison of different LSTM configurations

pos_lstm

Part-of-Speech recognition through LSTM with experiments with limited data

JAVA_IT_PARK_4

training_time_prediction

This is a repository with two models (ARIMA and LSTM) for time-series DS domain task - prediction of training time based on losses of another model.

intent_classifier

bachelor_ML_thesis

The idea is to use the patient daily medical records to predict the success of the current heart disease treatment with LSTM and word2vec models

BDTA

There are simple implementations of Scala's MapReduce and ML topics

cola_classifier

This is a research of an appropriate classifier for CoLA dataset from GLUE

Elizaveta55/intent_classifier

Elizaveta55/cv

Elizaveta55/matching_items

Elizaveta55/high_dim_classification

This is study repository with a classifiers for High Dimensional dataset with a challenge to obtain a high performance

Elizaveta55/collaborative_filtering

This a study repository with implementation of recommendation system by means of collaborative filtering

Elizaveta55/lstm_comparison

This a study repository for comparison of different LSTM configurations

Elizaveta55/fake_classifier

This is a repository for NLP classification of news titles for Russian

Elizaveta55/data_engineering

This is a repository with NiFi pipeline with application of Kafka, Hadoop and Postgres

Elizaveta55/ml_task

This is a repository with classifier for dataset from Kaggle with a challenge to obtain high performance

Elizaveta55/cv_cifar_manual

This is a repository with manual CNN for CIFAR dataset and model tuning for better performance

Elizaveta55/face_searching

Study repository for comparison of Annoy and HNSW to store face embeddings and search for it in an efficient way

Elizaveta55/training_time_prediction

This is a repository with two models (ARIMA and LSTM) for time-series DS domain task - prediction of training time based on losses of another model.

Elizaveta55/Java_Innopolis

There are some Java tasks and assignments from course Object Oriented Programming and Software Architecture

Elizaveta55/bachelor_ML_thesis

The idea is to use the patient daily medical records to predict the success of the current heart disease treatment with LSTM and word2vec models

Elizaveta55/pos_lstm

Part-of-Speech recognition through LSTM with experiments with limited data

Elizaveta55/dialogue_system

NLP generative dialogue system for Russian language based on several models (Eliza, Seq2Seq, ruT5, ruGPT) and generative quality assessment on DeepPavlov.

Elizaveta55/sst2_classifier

This is a research of an appropriate classifier for SST-2dataset from GLUE

Elizaveta55/rte-classifier

This is a research of an appropriate classifier for RTE dataset from GLUE

Elizaveta55/cola_classifier

This is a research of an appropriate classifier for CoLA dataset from GLUE

Elizaveta55/image_to_text_recognition

This is a repository for an application of EasyOCR for CV domain task - image_to_text_recognition - via FastApi

Elizaveta55/text_similarity

This is a repository for an application of BERT transformer for NLP domain task - text similarity - via FastApi

Elizaveta55/emotions_detection

This is a repository for an application of BERT transformer for NLP domain task - emotions detection - via FastApi

Elizaveta55/glue_classifiers

Elizaveta55/NLP_ML

Elizaveta55/Publications

Elizaveta55/BDTA

There are simple implementations of Scala's MapReduce and ML topics

Elizaveta55/DS

Elizaveta55/c.net

Elizaveta55/Java_FIX

Elizaveta55/JAVA_IT_PARK_4