Data Science Group, IIT Roorkee
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- IIT Roorkee
- https://dsgiitr.in
- @dsg_iitr
- dsg@iitr.ac.in
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Repositories
- feedCode Public
FeedCode is an intelligent feedback tool that provides personalized code reviews based on your coding style and activity. It leverages machine learning to analyze your frequently solved coding problems and generates insightful, context-aware feedback to help you improve your code quality and optimization skills.
- Diffusion-Everything Public
- flux-watermarking Public
Official Implementation of the paper WMARK@ICLR Detection Limits and Statistical Separability of Tree Ring Watermarks in Rectified Flow-based Text-to-Image Generation Models.
- graph_nets Public
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
- kge-clip Public
Knowledge Graph Embeddings (KGE) for RAG-LLMs. Our goal was to compare the mathematical differences between Traditional Static Multimodal Vector Embeddings (TVE) from Word2Vec and CLIP encoders for {text:image} datasets, and Knowledge Graph Embeddings (KGE) generated with REBEL triplets trained on PyKeen.
- dsg-lecture-assignments Public
- d2l-pytorch Public
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
