ELMo-MLP classifier

A notebook for a medium article about text classification with Hugging Face DistilBert and Tensorflow 2.0

VALEO CHALLENGE (13 th). Predict defect on starter motor production lines. Classification task over imbalanced data

ISIC2016challenge

To generate Word Embeddings and retrieve outputs of each layer with Keras based on the Sentiment Classification task

This project involves a classification task using various machine learning algorithms on a heart disease dataset. The dataset comprises features related to heart health, with the target variable indicating the presence or absence of heart disease.

Training and data loading scripts in PyTorch

Solution for Toxic Comment Classification Challenge hosted on Kaggle

Hand gesture recognition system with an mobile app to play a game of Rock-Paper-Scissors

Data Science implementations and models

It is a binary classification task, where given a set of features we need to predict whether the employee is likely to leave or not

Code for Kaggle competition Titanic: Machine Learning from Disaster

"О! Хакатон". Трек "Тегирование тарифов". Решение заняло 3-е место

Comparative Analysis of Basic ML algorithms and its conclusion.

This dataset includes Twitter Handles extracted from Wikidata. For entity type classification task on handles, they are grouped into four groups: person, location, organization, product, and character.

Ternary classification problem using real-world, incomplete data from a live DrivenData competition.

A classification task to predict star type based on temperature, luminosity, radius and absolute magnitude.

Code that exemplifies neural network solutions for classification tasks with DyNet. On top of that, the code demonstrates how to implement a custom classifier that is compatible with scikit-learn's API.

Fraud detection using lgb, catboost, rf, etc