Deep Chatterjee's Projects
Tensorflow and Theano implementations of fast K-nearest neighbour search on GPU. ~3000x faster than sklearn KNeighborsClassifier!
I'll be working through the Fast.ai courses entirely in Google Colab notebooks. I'll publish them here!
My classnotes, experiments, reproducible notebooks from fast.ai Deep Learning Class (v2)
collection of work pertinent to integrating Roberta with fastai:
Draft of the fastai book
Style transfer, deep learning, feature transform
Official implementation of CVPR2020 paper "f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation" https://arxiv.org/abs/2001.10331
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
An open source python framework for automated feature engineering
Create structured financial data in the form of time, tick, volume, and dollar bars from unstructured tick data. From Marcos Lopez de Prado's Advances in Financial Machine Learning textbook.
Get the course here: https://www.udemy.com/course/ai-finance/?couponCode=FINANCEVIP
This repository contains the source code for the paper First Order Motion Model for Image Animation
This is an open sourced book on deep learning.
This code is for illustration to build dockerized Flask + MongoDB app as described in my youtube video below.
using flask to run pytorch model
Flipkart Product Price Tracker is simple web scraper application that takes in user preferred product on Flipkart to track price and send an email notification when price has fallen down.
Fast-ai based flower classifier with webapp
πΊπ» Using state-of-the-art pre-trained Deep Neural Net architectures for Flower Species Recognition
An intuitive approach to creating deep learning models
Using computer vision to automatically draw first down line on video footage
Deep learning based player tracking for sports analysis .
An opensource project to do formative feedback on free texts on specific given topic.
Building a foundation for deep learning with mathematics and neuroscience