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algorithms

Minimal examples of data structures and algorithms in Python

autodl

DeepWisdom's 1'st Solution for AutoDL challenge@NeurIPS. Automated Deep Learning without ANY human intervention. Generic algorithms for multi-label classification problems in different modalities: image, video, speech, text and tabular data.

autosmart

awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

bionlp-2016

coursera_data_structures_and_algorithms_specialization

My solution to Data Structures and Algorithms Specialization (Algorithmic Toolbox; Data Structures; Algorithms on Graphs; Algorithms on Strings; Advanced Algorithms and Complexity; Genome Assembly Programming Challenge)

courserads-courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

courserads-data_sharing

The Leek group guide to data sharing

courserads-exploratory_data_analysis

Plotting Assignment 1 for Exploratory Data Analysis

courserads-r_programming

Repository for Programming Assignment 2 for R Programming on Coursera

courserads-reproducible_research

Peer Assessment 1 for Reproducible Research

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

grad-cam-pytorch

PyTorch implementation of Grad-CAM

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic-iii_readmission

Predicting 30-day ICU readmissions from the MIMIC-III database

models

Models and examples built with TensorFlow

numpy-ml

Machine learning, in numpy

openslide-python

Python bindings to OpenSlide

pytorch-meta-optimizer

A PyTorch implementation of Learning to learn by gradient descent by gradient descent

rappor

RAPPOR: Privacy-Preserving Reporting Algorithms

training-guides

Community created, open source training guides for OpenStack.

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

wordvectors

Pre-trained word vectors of 30+ languages