Deya Chatterjee's repositories
Lung-Cancer-Detection-CNN-and-GAN
Detecting lung cancer from annotated CT scans of lung lesions from the LUNA16 dataset using CNN and GAN
scikit-learn-codes
My implementation of ML algos in sklearn.
algorithms-elab
These are the codes for elab- implementation of famous algorithms or solutions to competitive programming problems.
artificial-adversary
🗣️ Tool to generate adversarial text examples and test machine learning models against them
awesome-vqa
Visual Q&A reading list
beginners-tools-for-deep-learning
Everything a beginner will need to get started in deep learning
courses
fast.ai Courses
DART
Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper
DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
Deedy-Resume
A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student
deep-learning-goals
Deep Learning notes, tutorials, paper summary, implementation
deep-learning-radiology
Researching deep learning applications in radiology
deep-openslide
A library for training deep neural networks using pathology data by accessing patches on-the-fly
deeplearning-coursera
My assignments for the courses in Deep Learning Specialization by Andrew Ng on Coursera.
github-slideshow
A robot powered training repository :robot:
KagglePersonalizedMedicineText
A few implementations for the text classification of pathology reports competition hosted by kaggle
MNIST-Blackbox-Attack
A Jupyter Notebook Demo of the CleverHans MNIST Blackbox Attack Tutorial.
OncoText
OncoText is an information extraction service for breast pathology reports. It supports over 20 categories including DCIS, includes pretrained models, and supports flexible addition of new categories, new training data, and parsing new reports.
PathISTabs
A program that dumps Natural Language Search text/PDF results for anatomic pathology reports into spreadsheet tabular format.
pathpedia
Pathpedia is an automated system to parse immunohistochemistry(IHC) reports using a grammar-based approach and parse the corresponding surgical pathology(SP) reports using a tree-based approach.
pixel-deflection
Deflecting Adversarial Attacks with Pixel Deflection
resume
Software developer resume in Latex
Simple-Adversarial-Attacks
Examples of some adversarial attacks on VGG Network
SQuAD
Building QA system for Stanford Question Answering Dataset
xgb-kaggle
The XGBoost algo that is so popular with Kaggle winners.