A framework for prototyping and benchmarking imputation methods

Python toolkit for preprocessing data for the City Controller's Gun Violence Dashboard

Jupyter Notebook Praktikum Projects. This is repository with data analyst educational projects from Yandex.Praktikum.

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

EEG/MEG data preprocessing and analyses framework

All the scripts to prepare the Courtois-Neuromod dataset

In-sensor reservoir computing for language learning via two-dimensional memristors

Simple and automatic data cleaning in one line of code! It performs one-hot encoding, date & time casting to datetime dtype, detects binary columns, safely convert non-numeric columns to numeric dtypes, cleaning dirty/empty values, normalizing values and removing unwanted columns all in one line of code. Get your data ready for model training an…

A Python Library for the Generation of Artificial Missing Data

End-to-End Machine Learning Project of Peer-to-Peer Lending Bondora systems.

4th place in kaggle's competition

An open-source tool for performing feature selection process in different areas of research

Introducing you to the fundamentals of the quintessential Python data analysis library, pandas, and its core data structures – the Series and DataFrame objects.

Official Implementation for SEDNet

🤖This is an interactive Streamlit web application that predicts the likelihood of multiple diseases(Diabetes Prediction, Heart Disease Prediction, Parkinson's Disease Prediction) using Machine Learning models.

Bahdanau Attention Mechanism | Tensorflow Custom Layers/Model/Loss Function/Metrics | LSTM | Encoder | Decoder | Cross-Attention | Language Translation | Bleu Score | Dropout

An AI-powered resume and job description matching application using natural language processing and machine learning techniques. This application provides intelligent analysis of resume-job compatibility with detailed scoring and recommendations.

Data cleaning and validation project using MySQL to verify Indian PAN numbers with regex rules, custom functions, and reporting.