Pinned Repositories
ADMM
Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression
ADP_course_given_by_BERTSEKAS_2014_THU
Video and other material of ADP course given by BERTSEKAS at THU, 2014
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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
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
《剑指Offer》、《程序员代码面试指南》
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
Alphafold2_talk
Presentation slide deck for Alphafold 2
alphafold_pytorch
An implementation of the DeepMind's AlphaFold based on PyTorch for research
AudioScript
Auto Generate Subtitle File For Any Type Of Audio and Video. Using Python and Google Speech-to-Text API.
lupengk's Repositories
lupengk/AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
lupengk/alphafold_pytorch
An implementation of the DeepMind's AlphaFold based on PyTorch for research
lupengk/AudioScript
Auto Generate Subtitle File For Any Type Of Audio and Video. Using Python and Google Speech-to-Text API.
lupengk/awesome-material
awesome material
lupengk/awesome-reinforcement-learning-zh
中文整理的强化学习资料（Reinforcement Learning）
lupengk/Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
lupengk/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。
lupengk/Data-Science-Notes
数据科学的笔记以及资料搜集
lupengk/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
lupengk/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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
lupengk/deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
lupengk/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
lupengk/dlADMM
dlADMM: Deep Learning Optimization via Alternating Direction Method of Multipliers
lupengk/fe4ml-zh
:book: [译] 面向机器学习的特征工程
lupengk/Graph-Neural-Network-Note
A blog for understanding graph neural network
lupengk/interpretable-ml-book-zh
interpretable-ml-book中文翻译
lupengk/InterpretableMLBook
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
lupengk/Interview
Interview = 简历指南 + LeetCode + Kaggle
lupengk/lihang-code
《统计学习方法》的代码实现
lupengk/Machine-Learning-From-Scratch
lupengk/ml-mastery-zh
:book: [译] MachineLearningMastery 博客文章
lupengk/nlp-pytorch-zh
《Natural Language Processing with PyTorch》中文翻译
lupengk/Offline-MapMatching
a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm
lupengk/prefetch_generator
Simple package that makes your generator work in background thread
lupengk/pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
lupengk/PyTorch-Deep-Learning-Template
A Pytorch Computer Vision template to quick start your next project! 🚀🚀
lupengk/PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
lupengk/reinforcement-learning-an-introduction-chinese
《Reinforcement Learning: An Introduction》（第二版）中文翻译
lupengk/SpeechRecognition
To convert speech to text using python packages
lupengk/stanford-cs234-notes-zh
斯坦福 cs234 强化学习中文讲义