waiting-room.md

General ML

• civisml-extensions - scikit-learn-compatible estimators from Civis Analytics
• fklearn - Functional Machine Learning
• sklearn-extensions - a consolidated package of small extensions to scikit-learn
• bace - A deck of Naive Bayes algorithms with sklearn-like API
• HungaBunga - Brute-Force all sklearn models with all parameters using .fit .predict!
• Random Forest Clustering - Unsupervised Clustering using Random Forests.

Gradient Boosting Machines

• InfiniteBoost - building infinite ensembles with gradient descent
• TGBoost - Tiny Gradient Boosting Tree

Deap Learning

• Conx - The On-Ramp to Deep Learning
• quinn - pyspark methods to enhance developer productivity.
• scikit-chainer - Scikit-learn like interface to chainer.
• chainer_sklearn - Sklearn (Scikit-learn) like interface for Chainer.
• Aorun - Intend to implement an API similar to Keras with PyTorch as backend.

Data Manipulation

• alexander - wrapper that aims to make scikit-learn fully compatible with pandas
• Fuel - Data pipeline framework for machine learning.

Quantum Computing

• scikit-quantum
• quantumflow

Evaluation

• kaggle-metrics - Metrics for Kaggle competitions.

Statistics

• simplestatistics - Simple statistical functions implemented in readable Python.
• pysie - Provides python implementation of statistical inference engine.

Computations

• nancorrmp - Parallel correlation calculation for huge matrices with NaNs and infs.