Data Science Group, IIT Roorkee
A student organisation driving innovation via Machine Learning.
IIT Roorkee
Pinned Repositories
adversarial_lab
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
AIKavach
Audio-Super-Resolution
Enhancment of Audio Quality (Bit-Depth and Sampling-Rate) using Deep Learning.
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
ML-InterviewQs
This is a question bank for practicing Machine Learning for Interviews.
Neural-Style-Transfer
Keras implementation
reading-group
Discussions on papers, frameworks, blogs and ideas every Saturday.
Visualizing-Loss-Functions
VisualML
Interactive Visual Machine Learning Demos.
Data Science Group, IIT Roorkee's Repositories
dsgiitr/d2l-pytorch
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
dsgiitr/graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
dsgiitr/VisualML
Interactive Visual Machine Learning Demos.
dsgiitr/reading-group
Discussions on papers, frameworks, blogs and ideas every Saturday.
dsgiitr/Neural-Style-Transfer
Keras implementation
dsgiitr/adversarial_lab
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
dsgiitr/ML-InterviewQs
This is a question bank for practicing Machine Learning for Interviews.
dsgiitr/AIKavach
dsgiitr/Audio-Super-Resolution
Enhancment of Audio Quality (Bit-Depth and Sampling-Rate) using Deep Learning.
dsgiitr/np_detection
Number Plate Detection of Vehicles from Videos.
dsgiitr/BOSCH-MODEL-EXTRACTION-ATTACK-FOR-VIDEO-CLASSIFICATION
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
dsgiitr/rl_2048
Implementation of Deep Q-network to play the game 2048 using Keras.
dsgiitr/BOSCH-TRAFFIC-SIGN-RECOGNITION
dsgiitr/Lecture-Assignments-Y22
Repo for submitting lecture/discussion assignments (y22)
dsgiitr/ML-Reproducibility-2020-DUQ
dsgiitr/Practical-DL-Sprint
Repo for DSG's Practical Deep Learning Sprint Series
dsgiitr/RL_StockTrader
Trading agent for Minute wise stock prices
dsgiitr/re_DSRS
dsgiitr/website
The Data Science Group Website
dsgiitr/Adversarial_CapsNet_Pytorch
Adversarial Attack Training on CapsuleNet and Comparison of results with that of CNNs. (Work in Progress)
dsgiitr/Sarcasm-Detection-Tensorflow
BERT based Sarcasm Detection using TensorFlow.
dsgiitr/Assignments
Repo for Assignment Submission
dsgiitr/BYOP_1y
This repository consist of the BYOP projects made by our new recruits of 2023 during their recruitment drive
dsgiitr/dsg-lecture-assignments
dsgiitr/lecture-assignments-y23
Assignments: Batch Y23
dsgiitr/Kaggle-Google-Landmark-Retrieval-2021
dsgiitr/Microsoft-Cloud-Cover-Detection-2021
dsgiitr/DSG-Discord-Bots
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.
dsgiitr/GAN_Blogs
dsgiitr/styleguide
Programming Style Guide.