Ayantanu2002
MSc Computer Science Student | RKMVERI | Research Interest in Machine Learning & Data Science
Kolkata
Pinned Repositories
Ayantanu2002
Basic-Ensemble-Model-Code
In this code 3 type of ensemble model code is clearly explained. The three type of model is Bagging, Stacking, Boosting(Adaboost).
Build-Llama2-Model-From-Scratch-Using-Transformer
ConversationalPDF-using-llama-2
Deeplearning-Code
This repository provides users a complete deep learning coding experience . Here I will uploaded all my coding tutorial.
Heart-disease-prediction-using-Ensemble-Model
Hierarchical-Navigable-Small-World-HNSW-Algorithm
Image_OCR
This project uses the Qwen2 VL model to extract multilingual text from images. It detects text in multiple languages (e.g., Hindi and English) and outputs the extracted content. The project supports various languages and is easily extensible. Perfect for multilingual image text extraction.
Linear-Regression-Lasso-using-python
This script demonstrates linear regression with LASSO regularization using the scikit-learn library. It generates synthetic data from a second-order polynomial equation with added Gaussian noise, segregates the data into training and test datasets, and models the data using a tenth-order polynomial with linear regression.
Logistic-Regression-From-Scratch-in-Python
The provided code compares the performance of a custom implementation of Logistic Regression with scikit-learn's Logistic Regression using the Breast Cancer dataset.
Ayantanu2002's Repositories
Ayantanu2002/ConversationalPDF-using-llama-2
Ayantanu2002/Ayantanu2002
Ayantanu2002/Basic-Ensemble-Model-Code
In this code 3 type of ensemble model code is clearly explained. The three type of model is Bagging, Stacking, Boosting(Adaboost).
Ayantanu2002/Build-Llama2-Model-From-Scratch-Using-Transformer
Ayantanu2002/Deeplearning-Code
This repository provides users a complete deep learning coding experience . Here I will uploaded all my coding tutorial.
Ayantanu2002/Heart-disease-prediction-using-Ensemble-Model
Ayantanu2002/Hierarchical-Navigable-Small-World-HNSW-Algorithm
Ayantanu2002/Image_OCR
This project uses the Qwen2 VL model to extract multilingual text from images. It detects text in multiple languages (e.g., Hindi and English) and outputs the extracted content. The project supports various languages and is easily extensible. Perfect for multilingual image text extraction.
Ayantanu2002/Linear-Regression-Lasso-using-python
This script demonstrates linear regression with LASSO regularization using the scikit-learn library. It generates synthetic data from a second-order polynomial equation with added Gaussian noise, segregates the data into training and test datasets, and models the data using a tenth-order polynomial with linear regression.
Ayantanu2002/Logistic-Regression-From-Scratch-in-Python
The provided code compares the performance of a custom implementation of Logistic Regression with scikit-learn's Logistic Regression using the Breast Cancer dataset.
Ayantanu2002/Movie-Recomendation-system-Using-Streamlit
Ayantanu2002/News-App
Ayantanu2002/NLP_Pytorch
Ayantanu2002/resume
Ayantanu2002/River-NonRiver-classification-BandImage-using-Gaussian-Naive-Bayes-from-Scratch
Ayantanu2002/robust_digital_image_watermarking
Ayantanu2002/text_to_KG
Ayantanu2002/Vision-Transformer-From_Scratch-Using-Python