Pinned Repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
benchm-ml
Build-Model-from-Scratch
Python code and notebooks for basic machine learning algorithms from scratch
Kaggle-Homesite-Quote-Conversion
Summary of 31st solution
Kaggle-Liberty-Mutual-Competition
Python code for 17th solution
Kaggle-Prudential-Life-Insurance-Assesment
My solution and ideas to start & finish a kaggle competition in a week
kaggle-stumbleupon2013
My entry to the Kaggle 2013 StumbleUpon competition. Ranked 4th on the final private leaderboard.
kaggle-taxi-II
Kaggle contest ECML/PKDD 15: Taxi Trip Time Prediction (II)
Kaggle-Taxi-Travel-Time-Prediction
My solution using a specially designed Scalable Random Forest Model
kaggle-tradeshift-winning-solution
This is the 1st place solution of a kaggle machine contest: Tradeshift Text Classification. http://www.kaggle.com/c/tradeshift-text-classification
ffyu's Repositories
ffyu/Build-Model-from-Scratch
Python code and notebooks for basic machine learning algorithms from scratch
ffyu/Kaggle-Liberty-Mutual-Competition
Python code for 17th solution
ffyu/Kaggle-Prudential-Life-Insurance-Assesment
My solution and ideas to start & finish a kaggle competition in a week
ffyu/Kaggle-Taxi-Travel-Time-Prediction
My solution using a specially designed Scalable Random Forest Model
ffyu/Kaggle-Homesite-Quote-Conversion
Summary of 31st solution
ffyu/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
ffyu/benchm-ml
ffyu/kaggle-stumbleupon2013
My entry to the Kaggle 2013 StumbleUpon competition. Ranked 4th on the final private leaderboard.
ffyu/kaggle-taxi-II
Kaggle contest ECML/PKDD 15: Taxi Trip Time Prediction (II)
ffyu/kaggle-tradeshift-winning-solution
This is the 1st place solution of a kaggle machine contest: Tradeshift Text Classification. http://www.kaggle.com/c/tradeshift-text-classification
ffyu/Kaggle_Taxi_Trajectory
Kaggle EMCL/PKDD 15: Taxi Trajectory and Trip Time
ffyu/Kaggle_Walmart-Recruiting-Store-Sales-Forecasting
R code for Kaggle's Walmart Recruiting - Store Sales Forecasting
ffyu/Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
ffyu/mlia-examples
Python and R Examples
ffyu/parallel_ml_tutorial
Tutorial on scikit-learn and IPython for parallel machine learning
ffyu/pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
ffyu/py_ml_utils
Some small utility modules to help with pandas, numpy and sklearn usage in other projects
ffyu/pydata-nyc-2014
Pydata NYC 2014 Scikit Learn Tutorial
ffyu/pyensemble
An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn
ffyu/sklearn-compiledtrees
Compiled Decision Trees for scikit-learn
ffyu/titanic
My solution to the Kaggle Titanic competition. Achieving accuracy score of (0.77512). Note: running the code may last hours, it took around 2 hours of execution on my macbook pro 2.3Ghz 8 cores machine.
ffyu/UnbalancedDataset
Python module to perform under sampling and over sampling with various techniques.
ffyu/vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.