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adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

adversarial_research

advertorch

A Toolbox for Adversarial Robustness Research

attention-cnn-work

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

bimpm-pytorch

Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.

colabsecrets

A repo for keeping track of colab tricks.

deepcontext

Author's implementation of 'Unsupervised Visual Representation Learning by Context Prediction'

dit

Python package for information theory.

domain-separation-networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

ham10000_dataset

Tools for workup of the HAM10000 dataset

how-to-read-pytorch

Quick, visual, principled introduction to pytorch code through five colab notebooks.

iris-agent

A extensible conversational agent for data science tasks

isic2018

ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection

jupyterlab

JupyterLab computational environment.

learned_index

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maximum-independent-set-of-disks-visualized

musculoskeletal-radiographs-abnormality-classifier

An implementation of MURA Dataset Towards Radiologist-Level Abnormality Detection in Musculoskeletal Radiographs

nadiiachepurko

nlp_project

notehighlight2016

Source code syntax highlighting for OneNote 2016. NoteHighlight 2013 port for OneNote 2016 (32-bit and 64-bit)

nqg

Code for the paper "Neural Question Generation from Text: A Preliminary Study"

nqg-1

neural question generation for reading comprehension

numpy-cnn

A numpy-only implementation of a Convolutional Neural Network, from the ground up.