siddhartha047
I am a Ph.D. Student of Computer Science, I like to work on theoretical and applied machine-learning problems
Purdue UniversityWest Lafayette, Indiana, USA
Pinned Repositories
AGS-GNN
Attribute-guided Sampling for Graph Neural Network, Large Scale algorithm for Heterophilic Graphs
FDEA
Thesis
FDEA-ELSEVIER
JavaFXCodes
Basic, Event Handler, Multiple Scene, Animation
JavaFXNetworkAnimation
Java TCP networking, Two player animation, JavaFX, useful for network based gaming purpose in javafx
MOEAevaluation-plot
Performance Evalution and Visualization program
NGM-sentiment-analysis
Implementation of Neural Graph Machine inspired by the paper [2017 - Bui, Ravi Ramavajjala - Neural Graph Machines: Learning Neural Networks Using Graphs] (https://arxiv.org/abs/1703.04818) for binary Sentiment Analysis using the Large Movie Review Dataset. This is an optional project for a class in Advanced Algorithms and Parallel Programming
ThesisCode
Code Section
V2W-BERT
Software Vulnerabilities to Weakness Mapping
VWC-BERT
CVE to CWE to CAPEC
siddhartha047's Repositories
siddhartha047/Graph500KroneckerGraphGenerator
Kronecker Graph Generator (Forked from Graph500, supporting a binary edge list format)
siddhartha047/graph-neural-networks-roadmap
siddhartha047/bert-toxic-comments-multilabel
Multilabel classification for Toxic comments challenge using Bert
siddhartha047/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
siddhartha047/NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
siddhartha047/Histplot
Scatterplot alternative for large datasets
siddhartha047/nlp-in-practice
Full working examples in Python with accompanying dataset for Text Mining & NLP. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, word count with pyspark, simple text preprocessing, accessing pre-trained embeddings and more.
siddhartha047/XinuServer
Xinu Lab PC version
siddhartha047/Text-Classification
Text Classification through CNN, RNN & HAN using Keras
siddhartha047/gcn
Implementation of Graph Convolutional Networks in TensorFlow
siddhartha047/average-word2vec
🔤 calculate average word embeddings (word2vec) from documents for transfer learning
siddhartha047/Potter
⚡Harry Potter books and audiobooks
siddhartha047/posts
A repository for code accompanying my Medium posts.
siddhartha047/XinuLab0
Xinu operating system Lab0
siddhartha047/GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
siddhartha047/HaPOS
siddhartha047/MOEAalgorithms
siddhartha047/FDEA-ELSEVIER
siddhartha047/graph-similarity-learning
Algorithms for learning network structure from effective resistances and other random-walk-based similarities.
siddhartha047/NGM-sentiment-analysis
Implementation of Neural Graph Machine inspired by the paper [2017 - Bui, Ravi Ramavajjala - Neural Graph Machines: Learning Neural Networks Using Graphs] (https://arxiv.org/abs/1703.04818) for binary Sentiment Analysis using the Large Movie Review Dataset. This is an optional project for a class in Advanced Algorithms and Parallel Programming
siddhartha047/OpinRank
OpinRank Dataset. Dataset containing user reviews for entities namely cars and hotels. Full reviews from Tripadvisor (~259,000 reviews) and Edmunds (~42,230 reviews)
siddhartha047/Stochastic-Kronecker-Generator
Stochastic Kronecker Generation in Python, Used in RPI TRUST
siddhartha047/NSGA-II-Matlab
siddhartha047/GraphCompressionByBFS
Graph Compression by BFS implementation
siddhartha047/java-ide
java, compiler, IDE, jarmaker
siddhartha047/minesweeper
siddhartha047/mdataroom
siddhartha047/Petrol-Pump-Station
Petrol Pump Station, Simple, Java, File, Awt
siddhartha047/OCRforBangla
Image Segmentation, Line detection, word separation
siddhartha047/JavaFXNetworkAnimation
Java TCP networking, Two player animation, JavaFX, useful for network based gaming purpose in javafx