shixw1991's repositories
data-science-ipython-notebooks
Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
algorithms
Minimal examples of data structures and algorithms in Python
awesome-blockchain
收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料
awesome-deep-learning-papers
The most cited deep learning papers
deep-forest
An on going implementation of the gcForest algorithm
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-reinforcement-learning-family
for learning and researching on DRL
Difacto_DMLC
Distributed FM and LR based on Parameter Server with Ftrl
dnn_ctr
The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
hangzhou_house_knowledge
2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone.
instacart-basket-prediction
Instacart Market Basket Analysis
ipython_notebook_goodies
Random goodies for use in iPython Notebooks
Laurae
Advanced High Performance Data Science Toolbox for R by Laurae
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
python-patterns
A collection of design patterns/idioms in Python
scikit-learn
scikit-learn: machine learning in Python
shell
Infrastructure Management Shell - Linux
StackNet
StackNet is a computational, scalable and analytical Meta modelling framework
text_classification
all kinds of text classificaiton models and more with deep learning
tf_repos
TensorFlow Script
tsfresh
Automatic extraction of relevant features from time series:
xgbfi
XGBoost Feature Interactions & Importance
xgbfir
XGBoost Feature Interactions Reshaped
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
XX-Net
a web proxy tool