Name: Puja Saha
Type: User
Company: University of Guelph
Bio: Machine Learning Researcher || M.A.Sc. (Computer Engineering) Candidate || RA at the Guelph Imaging AI Lab || TA at the School of Engineering || @UofGuelph
Location: Guelph, ON, Canada
Blog: https://scholar.google.com/citations?user=74kQrh0AAAAJ&hl=en
3d-segmentation-tensorflow
This repository is intended to contain all materials related to the 3D Kidney Tumor Segmentation project I am currently working on. Thank you.
house-price-prediction-sklearn
Explore our repository dedicated to residential property price prediction through a spectrum of machine learning models. From Linear Regression to Decision Trees, Gradient Boosting, Random Forest, and more, delve into our fine-tuned analysis encompassing various regression methods.
human-pose-estimation-pytorch
Welcome to our repository dedicated to human pose estimation using deep learning techniques, particularly Convolutional Neural Networks (CNNs). Explore the 'main.ipynb' notebook, where we implement regression to identify 14 key points on the human body. Our findings and insights are detailed in the accompanying reports.
job-market-analysis-pyspark
Explore this repo for a big data-driven project involves exploratory data analysis and salary prediction for the global job market from 2021 to 2023, encompassing over 1.6 million records. Using PySpark for EDA, the project uncovered exciting insights and achieved salary predictions with an RMSE error of approximately $10K. Thank You
medical-chatbot-llm-rag
This repository contains the code for a chatbot that utilizes a large language model with retrieval-augmented generation (RAG), trained on reliable medical datasets from PubMed. The chatbot achieves 96.7% context precision, 95% context recall, 85% faithfulness, 73% answer relevancy, and 69.4% answer correctness in its responses.
miscellaneous
About "Welcome to 'Big Data Projects,' a realm of big data-driven projects. Here, we blend web scraping, Pandas, and Spark for insightful exploratory data analysis. Immerse yourself in dynamic data visualizations using Matplotlib and Seaborn, and predictive analysis through machine learning, including advanced bagging and boosting techniques.
processing-nifti-nilearn
This repository will contain visualization code and different preprocessing methods for 3D CT data in NIfTI format.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
