Data Science Group, IIT Roorkee's repositories
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.
reading-group
Discussions on papers, frameworks, blogs and ideas every Saturday.
Neural-Style-Transfer
Keras implementation
adversarial_lab
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
ML-InterviewQs
This is a question bank for practicing Machine Learning for Interviews.
Audio-Super-Resolution
Enhancment of Audio Quality (Bit-Depth and Sampling-Rate) using Deep Learning.
np_detection
Number Plate Detection of Vehicles from Videos.
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
Lecture-Assignments-Y22
Repo for submitting lecture/discussion assignments (y22)
Practical-DL-Sprint
Repo for DSG's Practical Deep Learning Sprint Series
RL_StockTrader
Trading agent for Minute wise stock prices
Adversarial_CapsNet_Pytorch
Adversarial Attack Training on CapsuleNet and Comparison of results with that of CNNs. (Work in Progress)
Sarcasm-Detection-Tensorflow
BERT based Sarcasm Detection using TensorFlow.
Assignments
Repo for Assignment Submission
lecture-assignments-y23
Assignments: Batch Y23
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.
styleguide
Programming Style Guide.