Tian Zhang's repositories
Tutorials
Code for some of my tutorials
keras
Deep Learning for humans
machine_learning_refined
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
MLfromscratch
Machine Learning algorithm implementations from scratch.
elp_cti
This repository contains the git from experiential learning project with Columbia Threadneedle. The project's purpose is to model and predict auto loan delinquency for structured credit team at Columbia Threadneedle to help them which structured loans can be invested and why.
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
cpython
The Python programming language
Deep-AutoEncoder-Recommendation
Keras implementation of AutoRec and DeepRecommender from Nvidia.
machine-learning-with-r
Serving as the notes and reference for machine learning with R
R-learning
This repository records the R code I learned
coursera-notes
Serve as making notes for coursera noting
tstar
Repository for knowledge accumulation
recsys_autoencoders
This project implements different Deep Autoencoder for Collaborative Filtering for Recommendation Systems in Keras
lianjia-beike-spider
链家网和贝壳网房价爬虫,采集北京上海广州深圳等21个**主要城市的房价数据(小区,二手房,出租房,新房),稳定可靠快速!支持csv,MySQL, MongoDB,Excel, json存储,支持Python2和3,图表展示数据,注释丰富 🚁,点星支持
Vehicle-Loan-Default-Prediction
An attempt to estimate the determinants of vehicle loan default.