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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 d2l-pytorch Public

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

    Jupyter Notebook 4.4k 1.2k

  2. graph_nets graph_nets Public

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

    Jupyter Notebook 1.2k 227

  3. VisualML VisualML Public

    Interactive Visual Machine Learning Demos.

    CSS 118 25

  4. AIKavach AIKavach Public

    Python 34 6

  5. adversarial_lab adversarial_lab Public

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

    Jupyter Notebook 58 17

  6. reading-group reading-group Public

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

    Jupyter Notebook 60 36

Repositories

Showing 10 of 57 repositories
  • dsgiitr/DSG-archiver-bot's past year of commit activity
    Python 0 1 0 0 Updated Aug 28, 2026
  • dsg-website Public Forked from mmistakes/minimal-mistakes

    Website revamped in April 2025.

    dsgiitr/dsg-website's past year of commit activity
    HTML 0 MIT 27,354 0 6 Updated Aug 22, 2026
  • uncond-diffusion-enhancement Public

    [CVPR2026] Guidance for Low-Level Perceptual Editing in Unconditional Diffusion Models

    dsgiitr/uncond-diffusion-enhancement's past year of commit activity
    Python 1 1 0 0 Updated Jun 13, 2026
  • mechanistic-counterfactual-grounding Public

    Official implementation of the paper "How Many Counterfactuals Does It Take? Probing VLM Hallucinations Through Circuits and Causal Effects".

    dsgiitr/mechanistic-counterfactual-grounding's past year of commit activity
    Python 0 2 0 0 Updated Jun 11, 2026
  • omnipatch Public
    dsgiitr/omnipatch's past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Apr 6, 2026
  • DL-Playground Public

    DL-Playground is an interactive, web-based visual editor for designing, prototyping, and understanding PyTorch neural network architectures.

    dsgiitr/DL-Playground's past year of commit activity
    TypeScript 25 3 10 0 Updated Mar 16, 2026
  • PikaBot-RL Public
    dsgiitr/PikaBot-RL's past year of commit activity
    Python 18 MIT 1 0 0 Updated Feb 18, 2026
  • SADD Public

    This repo introduces a Novel method for distillation of diffusion model leveraging the teacher's intermediate steps for supervision while distillation training.

    dsgiitr/SADD's past year of commit activity
    Jupyter Notebook 6 Apache-2.0 1 0 0 Updated Feb 8, 2026
  • Lecture-Assignments-Y22 Public

    Repo for submitting lecture/discussion assignments (y22)

    dsgiitr/Lecture-Assignments-Y22's past year of commit activity
    Jupyter Notebook 9 23 0 1 Updated Nov 19, 2025
  • transpatch_ViTCNN Public

    Offcial code for the abstract "TransPatch: Learning a Universal Adversarial Patch for ViT–CNN Cross-Architecture Transfer in Semantic Segmentation"

    dsgiitr/transpatch_ViTCNN's past year of commit activity
    Jupyter Notebook 10 MIT 4 0 0 Updated Nov 6, 2025