prakruti-joshi Goto Github PK
Name: Prakruti Joshi
Type: User
Bio: Masters in Data Science, Rutgers University
Location: United States
Name: Prakruti Joshi
Type: User
Bio: Masters in Data Science, Rutgers University
Location: United States
This repository contains my projects from the course CS520-Aritifial Intelligence. All the problems are implemented in python from scratch, without using any external libraries.
Tensorflow and Keras implementation of capsule networks and CNN for the task of image classification using MNIST digits dataset and CIFAR-10.
PyTorch implementation of the Gated Attention Network for text classification. Comparison of the model with BiLSTM and soft attention models using IMDb and TREC dataset.
Interactive dashboard displaying various trends and analysis using Global Terrorism dataset. The visualizations and interactive features are created using D3.js, Plotly and Amcharts.
Book recommendation system project under Prof. Sourish Das Gupta
Insights into LSTMs, their API and data feeding mechanism
Coursework for CS550 : Massive Data Mining. Topics covered include Map-Reduce, Association Rules, Frequent Itemsets, Locality-Sensitive Hashing (LSH), Singular Value Decomposition (SVD), Page Rank, k-means, Modularity, Spectral Clustering, Clique-based communities, Clustering Data Streams.
Designed a movie recommendation system using content-based, collaborative filtering based, SVD and popularity based approach.
Language modeling, LSTM, Attention models, Transformers, Parsing and Tagging in NLP, EM algorithm, Auto-encoders implemented in Python using PyTorch. The assignments are part of the course Natural Language Processing.
Coursework for CS581 : Probability and Statistical Inference.
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.