Soumee Mukherjee's Projects
This streamlitapp is built for employers looking to match best candidate resumes against a particular job description.
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome educational list for computer vision
A blogsite to pen down my thoughts and ideas
The images of my blog
A simple CLI tool that generates boilerplates for different coding languages. Give it a try.
Introduction to root_numpy, pandas, Keras in simple Deep Learning application at CERN
A Code-First Introduction to NLP course
Changing body structure of an image of a person wearing a dress to body structure of another using key point detection and seam carving algorithms.
Paper Reproduction: "DropBlock: A regularization method for convolutional networks"
The fastai book, published as Jupyter Notebooks
Bookrate
Codes for the semesters
Infoga - Email Information Gathering Script
Some of my projects and notebooks related to Machine Learning😀 in one place and not scattered all over GitHub. Check out the README.md in the respective folders first.
Minimal Mistakes GitHub Pages site starter
Deals with a variety of basic techniques That can be used for predicting the next word in a sentence
My bachelor's thesis on using agent based models to simulate developer interaction in large scale software ecosystems
Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.
Responsive Personal Portfolio Website HTML CSS & JavaScript
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.
All of my qt_projects. Mainly in C++ and also a good revision of OOPs concepts. :3
The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
Hunt down social media accounts by username across social networks
A blog-site to pen down my thoughts and ideas.