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002_machinelearning_ebook

a-2017

Public Repository for cs109a, 2017 edition

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-deep-vision

A curated list of deep learning resources for computer vision

biobert-pretrained

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

carnd-advanced-lane-finding

Advanced Lane Finding, part of project assignments from Self Driving Car Udacity Class

carnd-alexnet-feature-extraction

This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.

carnd-behavioral-cloning-p3

Driving Behavioral Cloning, part of project assignments from Self Driving Car Udacity Class

carnd-detection-object

Object Detection, part of project assignments from Self Driving Car Udacity Class

carnd-lanelines-p1

Laneline Finding, part of project assignments from Self Driving Car Udacity Class

carnd-traffic-sign-classifier-project

carnd-transfer-learning-lab

clinical-notes-diagnosis-dl-nlp

cs61a

Homework and projects for berkeley cs61a

datasharing

The Leek group guide to data sharing

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-residual-networks

Deep Residual Learning for Image Recognition

facebook-v

Cleaned code of the winning submission

facebook-v-predicting-check-ins

my solution to https://www.kaggle.com/c/facebook-v-predicting-check-ins

go

The Open Source Data Science Masters

googleaiopenimg2018

Codes for the challenge of google ai open image

heamy

A set of useful tools for competitive data science.

image_tagging

Implementations of Fast-Tag and Fast-Zero-Tag

imgaug

Image augmentation for machine learning experiments.

inclusiveimagechallenge

Kaggle - 2018 Google Inclusive Image Challenge

kaggle-facebook-v

Second place solution for Facebook V competition on Kaggle

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_distracted_driver

Solutions

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

kaggletils