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@dsgiitr

Data Science Group, IIT Roorkee

A student organisation driving innovation via Machine Learning.

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  1. d2l-pytorch Public

    This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

    Jupyter Notebook 4.3k 1.2k

  2. graph_nets Public

    PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

    Jupyter Notebook 1.2k 228

  3. VisualML Public

    Interactive Visual Machine Learning Demos.

    CSS 114 23

  4. AIKavach Public

    Python 33 6

  5. adversarial_lab Public

    Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

    Jupyter Notebook 52 17

  6. reading-group Public

    Discussions on papers, frameworks, blogs and ideas every Saturday.

    Jupyter Notebook 61 36

Repositories

Showing 10 of 45 repositories
  • Python 2 0 7 2 Updated Apr 21, 2025
  • dsg-website Public Forked from mmistakes/minimal-mistakes

    📐 Jekyll theme for building a personal site, blog, project documentation, or portfolio.

    HTML 0 MIT 26,641 0 2 Updated Apr 20, 2025
  • 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.

    Jupyter Notebook 2 MIT 0 1 0 Updated Apr 15, 2025
  • graph_nets Public

    PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

    Jupyter Notebook 1,188 228 1 2 Updated Mar 28, 2025
  • 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.

    Jupyter Notebook 17 MIT 0 0 0 Updated Feb 16, 2025
  • 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.

    CSS 0 0 0 0 Updated Jan 28, 2025
  • 1 MIT 24 0 13 Updated Jul 26, 2024
  • d2l-pytorch Public

    This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

    Jupyter Notebook 4,291 Apache-2.0 1,240 10 6 Updated Jul 25, 2024
  • ForecastPro Public

    Tensorflow-Based Approach to Handling Single-Step and Iterated Forecasting

    Python 11 0 0 0 Updated Jun 24, 2024
  • Assignments Public

    Repo for Assignment Submission

    Jupyter Notebook 1 9 0 3 Updated Jun 17, 2024