Deya Chatterjee's starred repositories
gotraining
Go Training Class Material :
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
course-nlp
A Code-First Introduction to NLP course
data-science-question-answer
A repo for data science related questions and answers
TAADpapers
Must-read Papers on Textual Adversarial Attack and Defense
Learn_Computer_Vision
This is the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube
data-science-portfolio
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
Programming_Interview_Study_Plan
This is the Programming Interview Study Plan by Siraj Raval on Youtube
ml-lessons
Intro to deep learning for medical imaging lesson, by MD.ai
EvadeML-Zoo
Benchmarking and Visualization Tool for Adversarial Machine Learning
SDCND-Prerequisites
A list of recommended prerequisites for Udacity's Self Driving Car Nanodegree
pytorch_notebooks
A collection of PyTorch notebooks for learning and practicing deep learning
Python-Deep-Learning-Projects
Codebase for my book "Python DeepLearning Projects" | Learn applied deep learning for various use-cases on NLP, CV and ASR using TensorFlow and Keras. Book link.
Predictive-Analytics-for-Business-Nanodegree
Kai Sheng Teh - Udacity Predictive Analytics for Business Nanodegree
SDC-Vehicle-Lane-Detection
I am using an ensemble of classic computer vision and modern deep learning techniques, to detect the lane lines and the vehicles on a highway. This project was part of the Udacity SDC Nanodegree.
CarlaSimulatorDataCollector
Saving incoming camera sensor images data as Numpy arrays to generate ground truth data for semantic segmentation
Emotion-Recognition
Emotion Recognition
udacity-business-analyst
Projects from Business Analyst Nanodegree Program at Udacity
deeplearning-models
A collection of various deep learning architectures, models, and tips
introductory-R
tutorials to help ASU Business Analytics students learn R
business-analyst-nanodegree
Answers to Business Analyst Nanodegree Program