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-learning-materials-

各种学习资料，包括一些百度云视频链接还有pdf资料

100-days-of-ml-code

100-Days-Of-ML-Code中文版

2016_person_re-id

TOMM2017 A Discriminatively Learned CNN Embedding for Person Re-identification

2017-jdd-global-data-explorer-competition

2017京东金融全球数据探索者大赛(3rd place)

2018-ccf-bdci--top3

参赛者需要根据给出的基金净值、基金业绩比较基准、对应指数行情、基金间相关性等数据，构建模型、算法进行训练。

2018-ccf-bdci-alibaba-3dpoint-cloud-segmentation

2018 CCF大数据与计算智能大赛自动驾驶三维点云分割复赛第四方案

3d-machine-learning

A resource repository for 3D machine learning

3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

6.860-statistical-learning-theory

Personal repo where I keep all the papers, lecture notes and homework readily available for myself.

60_days_rl_challenge

Learn Deep Reinforcement Learning in depth in 60 days

aaamlp-cn

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

active_learning

Active learning toolbox for MATLAB

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

all-that-likelihood-with-pymc3

altoolbox

Automatically exported from code.google.com/p/altoolbox

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

attention-mechanism-to-transformer-model-ppt

本人在学习transformer模型时所做ppt，讲述了由普通attention到transformer的self-attention相关内容

autokeras

accessible AutoML for deep learning.

awesome-bayesian-deep-learning

A curated list of resources dedicated to bayesian deep learning

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-rl

This project is for learning and researching on DRL. This area is so hot that everyday we can see new ideas happen. I would like to give an explicit landscape for deep rl, one reason is for better understanding existed methods and theoretical results, the other is to seek potential developments based on these findings. Any suggestion/improvement is welcomed.

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-graph-embedding

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

awesome-graph-networks

Materials for Graph Models and Graph Networks

awesome-interpretable-machine-learning

awesome-keras

Because keras is awesome.

awesome-network-embedding

A curated list of network embedding techniques.