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Name: Ruthik Raj Nataraja
Type: User
Name: Ruthik Raj Nataraja
Type: User
Distinguishing four Alzheimer's disease stages (Mild Demented, Moderate Demented, Non-Demented, Very Mild Demented) from brain MRI scans using a Convolutional Neural Network (CNN) with transfer learning, specifically leveraging VGG architecture. The model was trained using TensorFlow and Keras.
Computed word frequencies for years 2017-2022. Showed the top 10 words for each year by the highest word frequency value and generated bigram network graphs for each year.
Build a deep learning model like Neural Network to predict F1 championship winners by analyzing historical data and driver features. The model will identify complex patterns and relationships between variables for more accurate predictions.
Collected and processed Facebook Marketplace data using Talend, then integrated it into a PostgreSQL database. This allowed for in-depth analysis, providing insights on trends, demographics, and revenue.
Applying NVG and HVG Calculating average degree, network diameter, and average path length as time series features for human activity data for 15 individuals, each conducted six different activities and recorded with a separate sensor.
code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".
This project creates a text-to-SQL system with Seq2SeqTrainer for training. Evaluation, including ROUGE scores, shows the model's proficiency in translating natural language queries to SQL. Our approach highlights potential in enhancing NLP models for specific tasks, emphasizing natural language understanding in query generation.
Implement a Machine Learning algorithm to analyze and cluster the real-world dataset using sci-kit python libraries and validate using the silhouette coefficient and other external and internal validation to confirm the analytics.
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 is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.