Chrinide's repositories
power-law
Python translation of Matlab functions hosted in <http://www.santafe.edu/~aaronc/powerlaws/>
quantum_machine_learning_figures
Scripts to generate the figures in the book Quantum Machine Learning: What Quantum Computing Means to Data Mining
ppca
Probabilistic Principal Component Analysis
SuPyLearner
An implementation of the SuperLearner algorithm in Python based on scikit-learn.
algorithmic-trading
Algorithmic Trading program, that uses Genetic Programming and Genetic Algorithms to predict stock prices.
BasisSetConversionTools
Basis set conversion tools.
renorm_gamess
Renormalization Code in GAMESS
Time-Series-Forcasting-with-Neural-Networks
Using a multi-perception neural network perform time series forecasting. Here feed forward technique is used.
mysql-slow-query-parser
A small but useful tool to parser mysql slow query
aims2vasp
A simple bash script to convert FHI-aims geometry.in files to a VASP-compatible format
kaggle-seeclickfix-ensemble
Prize winning solution to the SeeClickFix contest hosted on Kaggle, developed by teammates Bryan Gregory and Miroslaw Horbal. The purpose of the contest was to train a model (as scored by RMSLE) using supervised learning that will accurately predict the views, votes, and comments that an issue posted to the www.seeclickfix.com website will receive. My teammate and I used this ensemble code base to combine our top ranked individual models to create a prize-winning solution, defeating >500 other teams and winning a prize of $1,000.
PyMOGEP
python multi-objective gene expression programming
stock_market_prediction
Team Buffalox8 predicts directional movement of stock prices.
TCCL-Code
Code and scripts for theoretical and computational chemistry, developed in TCCL, Department of Chemistry, Tsinghua University. These scripts read the out put of ADF, CP2K, Dmol3, Gaussian, NWChem, Molpro program.
stock_price
Boston Data Festival Hackathon
pyensemble
An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn
fuzzy_time_series_predictor
Implementation of several proposed algorithms to fuzzy time series prediction
Dynamic
Dynamic programming algorithms
mysql-log-parser
mysql log parser (with percona slow query log format supper) (mostly stolen from Oracle's Mysql utilities)
Pcrystal09_bsopt
Basis set optimization script that works with Pcrystal09
Python-ELM
Extreme Learning Machine implementation in Python
FeSMCGA
Feature selection by maximization of a clustering coefficient guided by genetic algorithms