Data Science Group, IIT Roorkee

Repositories

• reading-group

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

  nlp machine-learning computer-vision deep-learning neural-networks papers discussions
  Jupyter Notebook 27 35 0 7 Updated Oct 4, 2020

• d2l-pytorch

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

  nlp data-science computer-vision deep-learning mxnet book pytorch
  Jupyter Notebook Apache-2.0 1,031 3,450 7 2 Updated Sep 23, 2020

• graph_nets

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

  pytorch deepwalk graph-convolutional-networks graph-embedding graph-attention-networks chebyshev-polynomials graph-representation-learning
  Jupyter Notebook 94 381 0 0 Updated Sep 17, 2020

• VisualML

  Interactive Visual Machine Learning Demos.

  machine-learning deep-learning svm style-transfer pca autoencoder logistic-regression
  CSS GPL-3.0 6 84 0 0 Updated Sep 16, 2020

• styleguide

  Programming Style Guide.

  styleguide clean-code pylint
  GPL-3.0 0 0 0 0 Updated Jun 21, 2020

• RL_StockTrader

  Trading agent for Minute wise stock prices
  Python 1 1 0 0 Updated May 18, 2020

• Audio-Super-Resolution

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

  deep-learning pytorch super-resolution
  Python 1 10 0 0 Updated Mar 19, 2020

• Assignments

  repo for assignment submission
  Jupyter Notebook 9 1 0 1 Updated Mar 16, 2020

• adversarial_lab

  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
  Jupyter Notebook 4 33 0 0 Updated Feb 25, 2020

• rl_2048

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

  reinforcement-learning keras openai-gym dqn 2048-game
  Jupyter Notebook 3 11 0 0 Updated Feb 24, 2020

• Sarcasm-Detection-Tensorflow

  BERT based Sarcasm Detection using TensorFlow.

  nlp deep-learning tensorflow transformer transfer-learning bert
  Python 0 2 0 0 Updated Feb 15, 2020

• np_detection

  Number Plate Detection of Vehicles from Videos.

  opencv computer-vision deep-learning pytorch object-detection number-plate-recognition
  C 4 14 0 0 Updated Jan 1, 2020

• GenZoo

  Forked from vlgiitr/GenZoo

  A repository providing implementations of generative models in various frameworks.
  Python 6 0 0 0 Updated Oct 22, 2019

• Eye-In-The-Sky-Image_Segmentation_Challenge

  Forked from CaptainDredge/Eye-In-The-Sky-Image_Segmentation_Challenge

  This is the winning code of sattelite image segmentation challenge Eye-In-The-Sky
  Python 4 0 0 0 Updated Jan 18, 2019

• dsgiitr-ml-workshop-2018

  Forked from rsinghal757/dsgiitr-ml-workshop-2018
  Jupyter Notebook 1 0 0 0 Updated Oct 8, 2018

• GS-Quantify2017

  Winner's Solution for ML problem in GS Quantify 2017
  Jupyter Notebook 2 7 0 0 Updated Nov 2, 2017

• Emotion-Recognition

  Emotion Recognition
  Python 3 8 0 0 Updated Oct 23, 2017

• Traffic-Sign-Classification
  Jupyter Notebook 1 4 0 0 Updated Oct 15, 2017

• Word-Embedding

  NLP Basics
  Jupyter Notebook 3 7 0 0 Updated Oct 14, 2017

• Visualizing-Loss-Functions
  Lua 6 34 0 0 Updated Sep 26, 2017

• AMEX-AnalyzeThis2017

  Data Science Challenge
  Jupyter Notebook 1 17 0 0 Updated Sep 15, 2017

• Neural-Style-Transfer

  Keras implementation
  Jupyter Notebook 39 55 1 0 Updated Sep 5, 2017