yib2

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

spark

Apache Spark - A unified analytics engine for large-scale data processing

morpheus

Morpheus brings the leading graph query language, Cypher, onto the leading distributed processing platform, Spark.

CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

coding-problems-scala

Repository to keep track of my solutions to programming problems in Scala

kaggle_ndsb2017

Kaggle datascience bowl 2017

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Laurae

Advanced High Performance Data Science Toolbox for R by Laurae

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

KAGGLE_DISTRACTED_DRIVER

Solutions

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

decoding-brain-challenge-2016

Code and documentation for the winning solution to the Decoding Brain Signals Cortana challenge

Grasp-and-lift-EEG-challenge

Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge

kaggle-distracted-driver-detection

10th place solution in "State Farm Distracted Driver Detection"

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

kaggle-walmart-recruiting-sales-in-stormy-weather

kaggle walmart-recruiting-sales-in-stormy-weather

kaggle-HomeDepot

3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.

kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

kaggle-yelp-restaurant-photo-classification

Winning solution scripts

superset

Apache Superset is a Data Visualization and Data Exploration Platform

kaggle-crowdflower

Kaggle 'Search Results Relevance' 2nd place solution

west_nile_virus_2015

the 2nd place solution for West Nile Virus Prediction challenge on Kaggle

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, Dask, Flink and DataFlow

caffe

Caffe: a fast open framework for deep learning.

otto_2015

Kaggle

My Kaggle Competition Source Code

kaggle-Walmart_Trip_Type

15th solution for Walmart Recruiting: Trip Type Classification

image_features

Extract image features for classification of photos.