Tzbil

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

jieba

结巴中文分词

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

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

Python-learning

R-learning

This repository records the R code I learned

coursera-notes

Serve as making notes for coursera noting

Tzbil.github.io

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.