oferg's repositories
data-science-utils
Some wrappers around python modules for simplifying the data exploration process.
deep_architect
DeepArchitect: Automatically Designing and Training Deep Architectures
kaggle2017
Code, notes, etc of completed Kaggle competitions
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
natural-language-understanding-nodejs
:new: Demo code for the Natural Language Understanding Service.
notebooks
Speedml Python Notebooks
PaintsChainer
line drawing colorization using chainer
presentation_data_science_in_python
Material for the talk "Data Science in Python"
py-viz-blog
Code for Pythonic visualization blog post
pyscaffold
Python project template generator with batteries included
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
sklearn-pandas
Pandas integration with sklearn
skll
SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
word2vec-api
Simple web service providing a word embedding model