Pinned Repositories
Chinese-number-gestures-recognition
基于卷积神经网络的数字手势识别安卓APP，识别数字手势0-10（The number gestures recognition Android APP based on convolutional neural network(CNN), which can recognize the gestures corresponding number 0 to 10）
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
ConvexHull
Graham扫描法寻找凸包/Graham's scan for Convex Hull
deep-learning
personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout， 三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN
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15个章节，近20万字。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
Derivation-of-LDA-series-formula
LDA系列公式推导（吉布斯采样，Gibbs Sampling）
machine-learning
personal practice,个人练习项目，包括：在ID3的基础上增加了可视化决策树、实现了weka中text转arff格式
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
Price-prediction-and-recommendation-of-second-hand-housing-in-Shanghai
基于postgresql+机器学习库MadLib的上海地区二手房价格预测及推荐）
some-libraries
项目中用到的一些库（现在不太好找了）（some libraries that is difficulty to find in the project）
tz28's Repositories
tz28/Chinese-number-gestures-recognition
基于卷积神经网络的数字手势识别安卓APP，识别数字手势0-10（The number gestures recognition Android APP based on convolutional neural network(CNN), which can recognize the gestures corresponding number 0 to 10）
tz28/deep-learning
personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout， 三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN
tz28/machine-learning
personal practice,个人练习项目，包括：在ID3的基础上增加了可视化决策树、实现了weka中text转arff格式
tz28/Price-prediction-and-recommendation-of-second-hand-housing-in-Shanghai
基于postgresql+机器学习库MadLib的上海地区二手房价格预测及推荐）
tz28/some-libraries
项目中用到的一些库（现在不太好找了）（some libraries that is difficulty to find in the project）
tz28/Derivation-of-LDA-series-formula
LDA系列公式推导（吉布斯采样，Gibbs Sampling）
tz28/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15个章节，近20万字。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
tz28/Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
tz28/machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
tz28/100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
tz28/100-Days-Of-ML-Code-1
100 Days of ML Coding
tz28/bert
TensorFlow code and pre-trained models for BERT
tz28/cn-deep-learning
https://cn.udacity.com/course/deep-learning-nanodegree-foundation--nd101/
tz28/DeepInterestNetwork
tz28/dien
tz28/GeneticAlgorithmsRepo
Genetic Algorithm Packages for Python.
tz28/house
有完整版的PDF下载。
tz28/jemdoc
Light text markup for creating websites
tz28/margin-softmax
keras sparse implement of margin-softmax
tz28/ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
tz28/mlss2018-madrid-gan
MLSS 2018 Madrid lecture materials on Generative Adversarial Networks (GANs)
tz28/pulse
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
tz28/pylift
Uplift modeling package.
tz28/rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
tz28/swot
Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.
tz28/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tz28/tianya-docs
tianya
tz28/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
tz28/tz28.github.io
Cheng He's homepage
tz28/vim
vim配置文件和插件(不再维护)