Data Science Group, IIT Roorkee

All

41 repositories

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
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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.
nlp data-science computer-vision book d2l pytorch-implmention dive-into-deep-learning deep-learning mxnet pytorch
Jupyter Notebook
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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.
visualization python flask machine-learning computer-vision pytorch imagenet html-css-javascript adversarial-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-embedding chebyshev-polynomials graph-representation-learning node-embedding graph-sage pytorch deepwalk graph-convolutional-networks graph-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.
svm style-transfer pca autoencoder logistic-regression visualizations mlp-classifier tensorflow-js vanishing-gradient machine-learning
CSS
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GNU General Public License v3.0
•23•114•9•2•Updated Mar 10, 2023Mar 10, 2023
re_DSRS
Public
Python
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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-learning keras openai-gym dqn 2048-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.
nlp machine-learning computer-vision deep-learning neural-networks papers discussions
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
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MIT License
•0•2•0•0•Updated Dec 17, 2020Dec 17, 2020
styleguide
Public
Programming Style Guide.
styleguide clean-code pylint
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-learning pytorch super-resolution
Python
•2•32•5•0•Updated Mar 19, 2020Mar 19, 2020