Repositories list

• 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

  •

  MIT License

  •0•12•0•0•Updated Sep 20, 2024Sep 20, 2024

• dsg-lecture-assignments

  Public
  MIT License

  •25•1•0•13•Updated Jul 26, 2024Jul 26, 2024

• d2l-pytorch

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

  nlpdata-sciencecomputer-vision+ 7bookd2lpytorch-implmentiondive-into-deep-learningdeep-learningmxnetpytorch

  Jupyter Notebook

  •

  Apache License 2.0

  •1.2k•4.2k•9•6•Updated Jul 25, 2024Jul 25, 2024

• ForecastPro

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

  Python

  •0•11•0•0•Updated Jun 24, 2024Jun 24, 2024

• Assignments

  Public
  Repo for Assignment Submission

  Jupyter Notebook

  •9•1•0•3•Updated Jun 17, 2024Jun 17, 2024

• lecture-assignments-y23

  Public
  Assignments: Batch Y23

  Jupyter Notebook

  •14•1•0•13•Updated Mar 9, 2024Mar 9, 2024

• BYOP_1y

  Public
  This repository consist of the BYOP projects made by our new recruits of 2023 during their recruitment drive

  Jupyter Notebook

  •0•1•0•0•Updated Dec 4, 2023Dec 4, 2023

• adversarial_lab

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

  visualizationpythonflask+ 6machine-learningcomputer-visionpytorchimagenethtml-css-javascriptadversarial-attacks

  Jupyter Notebook

  •17•51•13•2•Updated Jul 15, 2023Jul 15, 2023

• AIKavach

  Public
  Python

  •5•33•7•0•Updated May 28, 2023May 28, 2023

• graph_nets

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

  graph-embeddingchebyshev-polynomialsgraph-representation-learning+ 6node-embeddinggraph-sagepytorchdeepwalkgraph-convolutional-networksgraph-attention-networks

  Jupyter Notebook

  •225•1.1k•1•2•Updated Mar 30, 2023Mar 30, 2023

• website

  Public
  The Data Science Group Website

  JavaScript

  •0•3•5•2•Updated Mar 10, 2023Mar 10, 2023

• VisualML

  Public
  Interactive Visual Machine Learning Demos.

  svmstyle-transferpca+ 8autoencoderlogistic-regressionvisualizationsmlp-classifiertensorflow-jsvanishing-gradientmachine-learning+ 1

  CSS

  •

  GNU General Public License v3.0

  •23•114•9•2•Updated Mar 10, 2023Mar 10, 2023

• re_DSRS

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•3•0•0•Updated Feb 3, 2023Feb 3, 2023

• Practical-DL-Sprint

  Public
  Repo for DSG's Practical Deep Learning Sprint Series

  MIT License

  •6•5•0•0•Updated Oct 30, 2022Oct 30, 2022

• Lecture-Assignments-Y22

  Public
  Repo for submitting lecture/discussion assignments (y22)

  Jupyter Notebook

  •23•8•0•1•Updated Oct 12, 2022Oct 12, 2022

• ML-InterviewQs

  Public
  This is a question bank for practicing Machine Learning for Interviews.

  hacktoberfest

  MIT License

  •11•33•0•5•Updated Oct 7, 2022Oct 7, 2022

• DSG-Discord-Bots

  Public
  A repository containing the code for a collection of discord bots that perform some Machine Learning and Deep Learning tasks made by DSG recruits 2021.

  hacktoberfest

  MIT License

  •5•0•0•1•Updated Oct 6, 2022Oct 6, 2022

• BOSCH-MODEL-EXTRACTION-ATTACK-FOR-VIDEO-CLASSIFICATION

  Public
  Winning solution of work done on model extraction over Vision Transformers such as Video-Swin-T and MoViNeT-A2-Base on Video Action-Recognition tasks under Inter-IIT Tech Meet 10.0

  Jupyter Notebook

  •7•18•0•0•Updated Mar 30, 2022Mar 30, 2022

• Kaggle-Google-Landmark-Retrieval-2021

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Feb 6, 2022Feb 6, 2022

• Microsoft-Cloud-Cover-Detection-2021

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Jan 28, 2022Jan 28, 2022

• rl_2048

  Public
  Implementation of Deep Q-network to play the game 2048 using Keras.

  reinforcement-learningkerasopenai-gym+ 2dqn2048-game

  Jupyter Notebook

  •7•13•0•1•Updated Oct 3, 2021Oct 3, 2021

• reading-group

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

  nlpmachine-learningcomputer-vision+ 4deep-learningneural-networkspapersdiscussions

  Jupyter Notebook

  •37•61•0•7•Updated Aug 21, 2021Aug 21, 2021

• Neural-Style-Transfer

  Public
  Keras implementation

  Jupyter Notebook

  •44•56•2•1•Updated Jun 5, 2021Jun 5, 2021

• BOSCH-TRAFFIC-SIGN-RECOGNITION

  Public
  Python

  •6•12•0•0•Updated Apr 3, 2021Apr 3, 2021

• ML-Reproducibility-2020-DUQ

  Public
  Jupyter Notebook

  •3•6•0•0•Updated Jan 29, 2021Jan 29, 2021

• GAN_Blogs

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Jan 5, 2021Jan 5, 2021

• Adversarial_CapsNet_Pytorch

  Public
  Adversarial Attack Training on CapsuleNet and Comparison of results with that of CNNs. (Work in Progress)

  Jupyter Notebook

  •

  MIT License

  •0•2•0•0•Updated Dec 17, 2020Dec 17, 2020

• styleguide

  Public
  Programming Style Guide.

  styleguideclean-codepylint

  GNU General Public License v3.0

  •0•0•0•0•Updated Jun 21, 2020Jun 21, 2020

• RL_StockTrader

  Public
  Trading agent for Minute wise stock prices

  Python

  •3•5•0•0•Updated May 18, 2020May 18, 2020

• Audio-Super-Resolution

  Public
  Enhancment of Audio Quality (Bit-Depth and Sampling-Rate) using Deep Learning.

  deep-learningpytorchsuper-resolution

  Python

  •2•32•5•0•Updated Mar 19, 2020Mar 19, 2020