April Liu 's repositories
Business_Intelligence_Machine_Learning
leverage predictive models, machine learning, data mining to solve marketing, business problems
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
ML-From-Scratch
Bare bones Python implementations of some of the foundational Machine Learning models and algorithms.
Python-Projects
ad hoc python projects
algorithms
An educational library of algorithms in Python
applied-reinforcement-learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
avenir
Set of Machine Learning and Stochastic Optimazion tools based on Hadoop, Spark and Storm https://pkghosh.wordpress.com/
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-deep-learning-papers
The most cited deep learning papers
bagging_pu
Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles
cpython
The Python programming language
fastText
Library for fast text representation and classification.
feature
Etsy's Feature flagging API used for operational rampups and A/B testing.
foundations_for_deep_learning
Building a scalable foundation for deep learning
imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
Kaggle-Quora-Question-Pairs
This is our team's solution report, which achieves top 10% (305/3307) in this competition.
LeetCode
:pencil: Python / C++ 11 Solutions of LeetCode Questions
MyFlaskTutorial
A Flask Tutorial for people who don't know any web programming. Actually, it would be helpful to know static HTML, also Python.
Notebooks
This is where all of the IPython Notebooks will be kept from the blog
planout
PlanOut is a library and interpreter for designing online experiments.
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
sandpiper
Implementation of the Loopy Belief Propagation algorithm for Apache Spark
spark-sklearn
Scikit-learn integration package for Spark
speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
terminal-mac-cheatsheet
List of my most used commands and shortcuts in the terminal for Mac
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, Flink and DataFlow