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Lupengk's Projects

admm icon admm

Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression

ailearning icon ailearning

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

algorithm-learning icon algorithm-learning

:cake:算法与数据结构学习，《程序员代码面试指南》和LintCode刷题。

algorithm-pattern icon algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

algorithms icon algorithms

《剑指Offer》、《程序员代码面试指南》

alphafold2 icon alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

alphafold_pytorch icon alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

audioscript icon audioscript

Auto Generate Subtitle File For Any Type Of Audio and Video. Using Python and Google Speech-to-Text API.

awesome-gcn icon awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

aws-video-translation-and-subtitle-generation- icon aws-video-translation-and-subtitle-generation-

Used AWS services like Amazon Transcribe, Amazon Translate and Amazon Polly to generate multi language subtitles and multi language audio for a given input video and embed into a single output video.

books icon books

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

chroma-pytorch icon chroma-pytorch

Implementation of Chroma, generative models of protein using DDPM and GNNs, in Pytorch

cosmo.jl icon cosmo.jl

COSMO: An ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Implemented in Julia

d2l-zh icon d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearning icon deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

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

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