Data Science Group, IIT Roorkee
A student organisation driving innovation via Machine Learning.
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- 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.
dsgiitr/kge-clip’s past year of commit activity - dsg-lecture-assignments Public
dsgiitr/dsg-lecture-assignments’s past year of commit activity - d2l-pytorch Public
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
dsgiitr/d2l-pytorch’s past year of commit activity - adversarial_lab Public
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
dsgiitr/adversarial_lab’s past year of commit activity - graph_nets Public
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
dsgiitr/graph_nets’s past year of commit activity