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100-days-of-ml-code

100-Days-Of-ML-Code中文版

2018dsb

2018 Data Science Bowl 2nd Place Solution

3d-machine-learning

A resource repository for 3D machine learning

3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

acitve-generative-design

adversarial_autoencoder

A wizard's guide to Adversarial Autoencoders

agriculture_knowledgegraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

ai-feynman

aimaterialscripts

alphacrystal

AlphaCrytal: Contact map based deep learning algorithm for crystal structure prediction

amdnet

Code base for AMDNet described in https://doi.org/10.1126/sciadv.abf1754

amoebacontact

AmoebaContact is a program for multi-cutoff protein contact prediction which starts from target sequence alone. Different from traditional human-handed architecture picking, we used evolution algorithm to search neural networks more suitable for this particular field in AmoebaContact.

arc-robot-vision

MIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.

article-downloader

Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.

asph-code

data and code to reduplicate paper: Topological representations of crystalline compounds for the machine-learning prediction of materials properties

assemblies

Code for simulating assembly operations

atcnn

ATCNN models

atomistic-adversarial-attacks

Code for performing adversarial attacks on atomistic systems using NN potentials

attngan

auditok

An audio/acoustic activity detection and audio segmentation tool

autofp

AutoFP is an auto tools for FullProf Rietveld refinement with expert system algorithm !

autografs

Automatic Topological Generator for Framework Structures

autoxrd

Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation

avatarify

Avatars for Zoom, Skype and other video-conferencing apps.

awesome-2vec

Curated list of 2vec-type embedding models

awesome-deepbio

A curated list of awesome deep learning applications in the field of computational biology

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-machine-learning-for-discovery-of-physical-laws

A curated list of awesome resources on using machine learning and data science for discovery of physical laws

awesome-rl

Reinforcement learning resources curated

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation