SKit is a versatile Python library designed to streamline the deployment of Machine Learning (ML) models and facilitate various Data Science tasks.

python 0基础入门机器学习

Hand Segmentation and Finger Counting with Convex Hull

Anime recommendation systeme using ML

The code sets up a Flask web application for a chatbot using a pre-trained model. It loads intents from a JSON file, tokenizes patterns with CountVectorizer, and defines routes for user input, predicting tags, and retrieving bot responses. The application runs on localhost when the script is executed.

SignSense is a real-time American Sign Language (ASL) recognition system that uses computer vision and deep learning to translate hand gestures into text and speech, enabling seamless communication between the deaf and hearing communities.

Text to Category AI for Social Media Project

This project detects cardiovascular diseases using deep learning on digitized ECG images. Key features like P, QRS, and T waves are extracted from 1-D signals. Machine learning models predict conditions like Myocardial Infarction, enabling efficient diagnosis.

Technical Articles

A machine learning project to predict Airbnb listing prices in Berlin using data-driven all models. This project explores feature engineering, model selection, and evaluation techniques to build an accurate Airbnb price predictor.

A Python mini-project for sentiment analysis on IMDb movie reviews using scikit-learn and TF-IDF. Includes CLI tool and optional Flask web interface.

In this project I will created a Binary classification Machine learning model to predict the heart disease. It classify the heart disease based on the patient features like, st-slope, Bp etc.

Heart Disease Prediction using machine learning to analyze patient health indicators.

Design a Decision-Tree Classifer and a Logistical Regression Classifier and compare their performance in Sentiment Analysis on Twitter Tweet data

This project controls the PC using Hand Gestures. Controlling Windows management, Controlling Instagram, Windows Media Player and Keyboard arrows based games for eg. Hill Climbing game can be controlled. Download Instagram, Hill climbing or other games and Media Player for Audio Playback from Microsoft Store Only.

Email / SMS Spam Classifier

A machine learning based web API to self test for COVID'19