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peng wang's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

awesome-datascience icon awesome-datascience

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

deep-physics icon deep-physics

Intuitive Physics of Dynamic Environments using DNNs, GANs, and RNNs

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

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

pga_lstm icon pga_lstm

Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling

pgnn icon pgnn

Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling

phylstm icon phylstm

We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.

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