shoryasethia Goto Github PK
Name: Shorya Sethia
Type: User
Company: IIT BOMBAY
Bio: IIT Bombay '26 | Exploring ML particularly DL | Expect the Unexpected
Location: MUMBAI
Name: Shorya Sethia
Type: User
Company: IIT BOMBAY
Bio: IIT Bombay '26 | Exploring ML particularly DL | Expect the Unexpected
Location: MUMBAI
A defense algorithm which utilizes the combination of an Denoising Autoencoder and BlockSwitching architecture. Adversarial attack is planned using Fast Gradient Sign Method.
Repo for IIT BOMBAY's AI/ML General Championship
Includes vanilla, dc, de-noising autoencoders
Implemented a paper explaining Block Switching in Deep Learning on CIFAR10
Conditional GAN-Powered MNIST Model Validator
Image Segmentation using U-Net
Cat and Dog classifier made using fine tuning InceptionV3 (Transfer Learning)
Fine Tuning pegasus and flan-t5 pre-trained language model on dialogsum datasets for conversation summarization to to optimize context window in RAG-LLMs
Explored Diffusion Models in Seasons of Code - 2024, IIT Bombay.
Tried several ML and DL models for 0-9 Digit Classification using MNIST Dataset
Contains codes to generate embeddings using tensorflow-keras and load pre-trained embeddings like glove using spacy and word2vec using gensim.downloader
Made some ML and DL models and trained them on fashion-mnist and compared them
Implementation of Fast Gradient Sign Method on Imagnet using Mobilenet and CIFAR10 using modified/fine-tuned Mobilenet
Implementing various Generative Adversarial Networks
Repository made for an Data Science competition organized by IIT Dh
Trained CNN and RNN based model on Flickr8K
iot
Repository for SoS'24 : PoA, Mid and End Term Reports
Matrix Factorization : SVD, Collaborative filtering
Static Portfolio Webpage
Quantitative-Finance-WiDS
Contains classification of positive/negative reviews, fake/real news
Summer of Quant - 2024 - Time Series
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.