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Data Science Group, IIT Roorkee (@dsgiitr)

dsgiitr

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Location 🇮🇳 India
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Python
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d2l-pytorch

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

Jupyter Notebook

graph_nets

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

Jupyter Notebook

VisualML

Interactive Visual Machine Learning Demos.

reading-group

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

Jupyter Notebook

Neural-Style-Transfer

Keras implementation

Jupyter Notebook

adversarial_lab

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

Jupyter Notebook

Visualizing-Loss-Functions

Audio-Super-Resolution

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

ML-InterviewQs

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

AIKavach

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

Jupyter Notebook

AMEX-AnalyzeThis2017

Data Science Challenge

Jupyter Notebook

rl_2048

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

Jupyter Notebook

BOSCH-TRAFFIC-SIGN-RECOGNITION

Emotion-Recognition

Emotion Recognition

Lecture-Assignments-Y22

Repo for submitting lecture/discussion assignments (y22)

Jupyter Notebook

Word-Embedding

Jupyter Notebook

GS-Quantify2017

Winner's Solution for ML problem in GS Quantify 2017

Jupyter Notebook

ML-Reproducibility-2020-DUQ

Jupyter Notebook

RL_StockTrader

Trading agent for Minute wise stock prices

Practical-DL-Sprint

Repo for DSG's Practical Deep Learning Sprint Series

Traffic-Sign-Classification

Jupyter Notebook

re_DSRS

website

The Data Science Group Website

Sarcasm-Detection-Tensorflow

BERT based Sarcasm Detection using TensorFlow.

Adversarial_CapsNet_Pytorch

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

Jupyter Notebook

ISLR-Julia

This repository contains Julia code for a selection of tables, figures and LAB sections from the book 'An Introduction to Statistical Learning with Applications in R' by James, Witten, Hastie, Tibshirani (2013).

Jupyter Notebook

BYOP_1y

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

Jupyter Notebook

dsg-lecture-assignments

lecture-assignments-y23

Assignments: Batch Y23

Jupyter Notebook

Assignments

Repo for Assignment Submission

Jupyter Notebook