alanfu

redfin_houses

stock_market_prediction

Team Buffalox8 predicts directional movement of stock prices.

qstrader

QuantStart.com - QSTrader backtesting simulation engine.

Will_it_Python

Translating R Data Analyses to Python

Python-Regression-Tree-Forest

Python implementation of CART regression tree and random forests

cart

Classification and Regression Trees with Random Forest implemented in Python

dtree

A simple pure-Python decision tree construction algorithm

trees

A quick educational implementation of a random forest classifier and a decsion jungle classifier.

orderbook-dynamics

Modeling high-frequency limit order book dynamics with support vector machines

High-Frequency-Trading-Model-with-IB

A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python

allstate

Kaggle's Allstate Purchase Prediction Challenge

sql-stanford2013

Stanford University - Introduction to Databases ( 2013 )

datasci_course_materials

Public repository for course materials for the Data Science at Scale Specialization at Coursera

go

The Open Source Data Science Masters

qsforex

QuantStart Forex Backtesting and Live Trading

svm

Tools that implement of the classic SMO (Sequential Minimal Optimization) algorithm for traning SVMs

dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)

stock

雪球股票讨论度与价格走势的关系

qlearning

C++ implementation of simple Q-Learning algorithm

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

scikit-learn

scikit-learn: machine learning in Python

CPP-design-pattern-derivatives-pricing

My codes and notes for Joshi's book: c++ design patterns and derivatives pricing

Shark

The Shark Machine Leaning Library. See more:

mlpack

mlpack: a fast, header-only C++ machine learning library

caffe

Caffe: a fast open framework for deep learning.

quantlib-old

The QuantLib C++ library and extensions (warning: out of date)

Cpp-Primer

C++ Primer 5 answers

CLRS

CLRS in C++

Mastering-Python-for-Finance-source-codes

Accompanying source codes for my book 'Mastering Python for Finance'.