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air-pollution-studies

This repository will contain codes from my research related to geospatial data analysis.

breast-cancer-prediction-

This project is capable of detecting whether a breast cancer is malignant or not using scikit-learn,pandas, numpy and matplotlib

cat-vs-dog-classification-with-resnet17-from-scratch

A simple implementation of ResNet-17 architecture from scratch to classify dog or cat.

classification_using_vgg19_and_transferlearning

VGG19 model has been trained from scratch on a multiclass classification flower dataset and the scratched trained VGG19's performance is compared with VGG19 model trained on imagenet.

datasciencetools

Useful Data Science and Machine Learning Tools,Libraries and Packages

dcgan-to-generate-anime-faces

In this project, I will implement a very simple unconditional deep convolutional generative adversarial network (DCGANs) to generate fake anime faces.

dcgans-to-generate-fake-facial-images

In this project, I will implement a very simple unconditional deep convolutional generative adversarial network (DCGANs) to generate fake facial images.

driver-alertness-detection

It is a classification project that makes use of multiple features like physiological, Environmental and vehicular data to determine whether a driver is alert while driving or not.

gans_for_tabular_data

This repo contains PyTorch implementation of cGAN, cWGAN, and cWGAN-gp for tabular data.

gender-classification-using-pytorch-and-fastai

This is a simple image classification project which classifies a person's gender based on their image, implemented using PyTorch and FastAI.

gender-classification-with-resnet17-from-scratch

A simple implementation of ResNet-17 architecture from scratch to classify gender.

google-playstore-sentiment-analysis

In this project, we will perform data exploration, cleaning, analysing and visualization on the apps present on Google's Play Store.

housing-cost-prediction

This project makes use of LinearRegression model to detct the respective price of a house based on other properties. The technologies used are pandas, sklearn, numpy and matplotlib

iris-species-detection

This project makes use of KNeighborsClassifier to predict in which class of iris-flower does a certain flower fall into. It is developed using sklearn, pandas, matplotlib, and numpy

linear-regression-using-python-from-scratch

This is a simple linear regression model developed from scratch using python

llm_quantization

Quantizing LLMs using GPTQ

medical-insurance-cost-prediction

In this regression project, We will make use of different features like age, BMI, region, sex, smoker, etc to predict the medical insurance cost for an individual.

medicareai-multiclass-classification-of-chest-radiographs-using-cnns-and-gans

This is my final year undergraduate project.

ml_algorithms_from_scratch

This repo contains scratch implementation of various algorithms done using NumPy, Pandas and Python

movie-recommendation-system

This is a simple content-based Movie Recommendation System that recommends Movies to the user based on genres, actors, directors etc.

multiclass_classification_using_scikit_learn

In this project, I will make use of scikit-learn and logistic regression to complete a multiclassification task.

multilabel-image-classification-using-a-resnet-17-cnn

This is a simple multilabel image classification project where our trained ResNet-17 CNN architecture predicts the genre of movies by looking at their posters. This project is ongoing.

nepali_news_classification_and_recommendation_using_fastapi

This repo contains PyTorch implementation of LSTM for performing nepali news classification. Additionally, a simple content based Nepali news recommendation is also done and the trained models are deployed using FastAPI.

nepse-chatbot-using-retrieval-augmented-generation-and-reranking

This project will develop a NEPSE chatbot using an open-source LLM, incorporating sentence transformers, vector database and reranking.

pca_for_imagecompression_from_scratch

Implementing Principal Component Analysis from scratch using NumPy only for compressing a grayscale image.

penguin-species-detection

Similar Alternative to iris species detection. Do check it out too

pyspark_mongodb_and_machinelearning_airbnb_price_prediction

regression_using_scikit_learn

In this project, I will make use of Linear Regression from Scikit-Learn to solve a regression problem.

salary-prediction

This project predicts salary using linear regression model.

sentimentanalysis_with_lstm

This project implements a LSTM model to perform sentiment analysis on movie reviews using IMDB dataset.