Vijay Krishnan V's repositories
github-slideshow
A robot powered training repository :robot:
split-folders
🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
A-First-Course-on-Deep-Learning-Notes
Disclaimer: This is the detailed notes for PadhAI onefourthlabs course “A First Course on Deep Learning".
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
fast-bert
Super easy library for BERT based NLP models
Innoplexus_online_hackathon_AI_Challenge_aug2018
This was a text mining hackathon. Had obtained 65th rank on Private leaderboard out of 1961 participants
anlp
Contains demo codes for the course Applied Natural Language Processing
game-of-deep-learning-Analytics-Vidhya
This was part of the hackathon organized by AV. Scored 0.858 in private leaderboard. This is a good score considering many of top rank holders had used FastAI. I wanted to strengthen my knowledge of deep learning, hence used basic approach using Pytorch
MNIST_Digit_Recognizer
MNIST digit recognizer based on Fast AI
word2vec
This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.
Text_classifier_pytorch
simple text classifier
fastai_v1
Initial dev of v1 of fastai
mask-rcnn.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.