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collective-als

Collective Matrix Factorization in Apache Spark

ds

fastfm

fastFM: A Library for Factorization Machines

fun

ideas

ion-reporter

lab

leaves

pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks

leetcode

:pencil: Python / C++ 11 Solutions of All 468 LeetCode Questions

leetcode-solutions

:octocat: Python / C++ 11 Solutions of All LeetCode Problems

mds

Marketing Data Science

peak_pair_statistics

Script to calculate statistics on peak pairs and signal to noise ratio

practice

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyfm

Factorization machines in python

recsys

项亮的《推荐系统实践》的代码实现

rsalgorithms

Some algorithms about traditional and social recommendation.

selenium

A browser automation framework and ecosystem.

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tf_repos

TensorFlow Script

toolkit

toolkit

tweet-classifier

Machine learning algorithm to classify tweets as Hillary Clinton or Donald Trump. Use recurrent neutral network via TensorFlow.

variantcaller

xgboost

xgboost-go

xgboost go wrapper for c_api

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.