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ad-papers

Papers on Computational Advertising

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

cv

Curriculum Vitae

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.

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.

ijdykeman.github.io

imllib-spark

instacart-basket-prediction

Instacart Market Basket Analysis

ipython_notebook_goodies

Random goodies for use in iPython Notebooks

knr-the-c-programming-language-solutions

My solutions to the exercises in the book "The C Programming Language" (2nd edition) by Brian W. Kernighan and Dennis M. Ritchie, also referred to as K&R.

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:

xdeepfm

xgbfi

XGBoost Feature Interactions & Importance

xgbfir

XGBoost Feature Interactions Reshaped