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archai

Reproducible Rapid Research for Neural Architecture Search (NAS)

awd-lstm-lm

barlow

Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction

bitstarter

This is a barebones Node.js app using the Express framework.

caffe-face

This branch is developed for deep face recognition

caso

code for the paper https://arxiv.org/abs/1902.00407

char-rnn

conv-sv

A fast and efficient way to compute a differentiable bound on the singular values of convolution layers

courses

fast.ai Courses

cs224d-psets

cs224d (Deep learning for NLP) psets solutions

data-augmentation

Code for fast data augmentation

dcd

Code for data-centric debugging paper

dogscats

Kaggle competition code files

facenet

faiss

A library for efficient similarity search and clustering of dense vectors.

fantastic-four

Code for the ICLR paper: https://openreview.net/forum?id=JCRblSgs34Z

fisheries

hed

code for Holistically-Nested Edge Detection

imagenetv2

A new test set for ImageNet

improved_l2_robustness

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

kaggle-statefarm

kaggle-utils

Utility files for kaggle

keras-fast-rcnn

Keras implementation of fast-rcnn paper

loss-exps

Experiments with different loss functions for image classification

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

meetup-demo

Demo of kaggle statefarm for Delhi tech meetup

models

Models built with TensorFlow

myrepo

openface

Face recognition with deep neural networks.