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PENGBIN FENG's Projects

algorithm-note icon algorithm-note

该系列包括数组,链表,树,图,递归,DP,有序表等相关数据结构与算法的讲解及代码实现。

deepgalerkinmethod icon deepgalerkinmethod

Companion code for "Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning" by A. Al-Aradi, A. Correia, D. Naiff, G. Jardim and Y. Saporito (https://arxiv.org/abs/1811.08782)

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

leetcode icon leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nn_vis icon nn_vis

A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.

prml icon prml

PRML algorithms implemented in Python

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python icon python

All Algorithms implemented in Python

statmodel icon statmodel

Statistical Modeling and Methods | PKU 2020 Spring

thinkos icon thinkos

Text and supporting code for Think OS: A Brief Introduction to Operating Systems, by Allen Downey.

workshop icon workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

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