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Yuanhao Lai's Projects

deeplearning icon deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

df-cnn icon df-cnn

Code for the IJCAI 2019 paper "Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks" by Seungwon Lee, James Stokes, Eric Eaton

disentanglment icon disentanglment

Experiments with beta-VAE to learn disentangled representations from the data

dotnets icon dotnets

Create simple drawings of neural networks using graphviz

drain3 icon drain3

Drain log template miner in Python3

econometricswithr icon econometricswithr

📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)

edward2 icon edward2

A simple probabilistic programming language.

eqc icon eqc

Ensemble Quantile Classifier

fancyimpute icon fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

gitbook2pdf icon gitbook2pdf

Grab the contents of the gitbook document and convert it to pdf

gp-rnn_uai2019 icon gp-rnn_uai2019

Implementaion of Gaussian Process Recurrent Neural Networks developed in "Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks", Qi She, Anqi Wu, UAI2019

greedy_infomax icon greedy_infomax

Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

hacker-laws icon hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

harper icon harper

Estimation and test of periodicity in time series

hat icon hat

Overcoming catastrophic forgetting with hard attention to the task

knitr icon knitr

A general-purpose tool for dynamic report generation in R

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

log2vec icon log2vec

A distributed representation method for online logs.

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