deyachatterjee Goto Github PK

academic-kickstart

adversarial-medicine

Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"

adversarial-networks

Material de la charla "The bad guys in AI - atacando sistemas de machine learning"

ai-from-scratch

DL and ML algorithms from scratch (e.g. using only numpy).

ai-security-adversarial

My notes on AI in security and adversarial ML/DL.

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

😎 Awesome lists about all kinds of interesting topics

awesome-differential-privacy

A curated reading list of papers and code in differential privacy

awesome-r

A curated list of awesome R packages, frameworks and software.

awesome-vqa

Visual Q&A reading list

basic_model_scratch

Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library

basics-of-genomic-data-science

beginners-tools-for-deep-learning

Everything a beginner will need to get started in deep learning

capsule-nets

Whatever I have learnt about capsnets.

clinical-ir-on-cancer-pathology-reports

Information retrieval from cancer pathology reports using deep learning and NLP

cloud-ml

cnn_numpy

courses

fast.ai Courses

customer-satisfaction

cvpr-internship-hr

These are the codes developed by me during my work in handwriting recognition for winter internship at ISI. These are mainly preprocessing tasks.

dart

Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-toolkit

Collection of stats, modeling, and data science tools in Python and R.

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.