Syed Irfan's repositories
swarm-intelligence
This repository contains feature selection using Particle Swarm Optimization (PSO) and Dispersive Flies Optimization (DFO) techniques. The project involved selecting the optimal subset of features from a large dataset for a given machine learning task, with the goal of improving the classification accuracy.
T5-based-text-summarization
The main idea of this project is to experiment with different text summarization approaches in Natural Language Processing. It contains T5 based text summarization techniques with extractive and abstractive summarization in Python using Hugging Face Transformers library.
face-generation
Generate synthetic faces using Generative Adversarial Network (GAN). In this project, here defined and trained a DCGAN on a dataset of faces. The goal is to get a generator network to generate new images of faces that look real but don't exist in reality.
transformer-based-question-answering
A Question Answering project using the Hugging Face Transformers library in Python, which includes fine-tuning pre-trained models on custom datasets to answer questions based on given contexts.
web-scraping
This is a Python-based web scraper that extracts data from various news portals using the BeautifulSoup library. The scraped data is saved in both CSV and JSON file formats.
coding-challenges-python
Repository for Python solutions to LeetCode problems.
crypto-analysis
This repository contains analysis of historical Bitcoin price data and implementing a simple moving average-based trading strategy.
data-science-salary-insights
This repository contains the code and documentation related to my exploration and analysis of a comprehensive dataset on data science salaries from 2020 to 2023. Through careful data transformation and analysis, I have uncovered fascinating insights into the global landscape of data science compensation.
dawn-of-react-js
Rise with react js fundamentals.
django-webapp
Proceed with a demo django web application
excel
Proceed with advanced MS Excel
global-inflation
Exploring global inflation trends: A comprehensive analysis of economic indicators and factors driving inflation rates across countries.
python-problem-solving
Problem solving using python.
rain-forecast
Predict rain in Australia based on humidity on that day using DecisionTree Classifier
syedirfan
This is my personal website. Here my portfolio and the blog I write will be found.
time-series-analysis
Time series analysis using R kernal in Jupyter Notebook
ValentineConsumerTrends
Welcome to the Valentine's Day Consumer Data Analysis repository! This project focuses on analyzing consumer trends, behaviors, and sentiments surrounding Valentine's Day. From gift preferences to spending patterns, this repository houses datasets, code, and insights derived from the analysis of Valentine's Day-related data.
whack-a-mole
A simple game in Java