zuomatthew Goto Github PK

pygam

[HELP REQUESTED] Generalized Additive Models in Python

pygmmis

Gaussian mixture model for incomplete, truncated, and noisy data

python-patterns

A collection of design patterns/idioms in Python

randomforest-density-python

Random Forests for Density Estimation in Python

rpqueue

Redis Priority Queue offers a priority/timeline based queue for use with Redis

sftpsync-py

SFTP sync library

shapley-regression

For calculating Shapley values via linear regression.

simpful

A friendly python library for fuzzy logic reasoning

skggm

Scikit-learn compatible estimation of general graphical models

sklearn-expertsys

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

sklearn-xarray

Metadata-aware machine learning.

sklearnef

Decision forest extentions for sklearn.

skmoefs

SK-MOEFS is a Python toolbox that enables data scientists to build, train, and evaluate Multi-Objective Evolutionary Fuzzy Systems

sparql2sql

SPARQL to SQL with less joins

sparsity

Sparse data processing toolbox. It builds on top of pandas and scipy to provide DataFrame like API to work with sparse data.

sqlite-schemaless

ssi-forest

Semi-supervised isolation forest

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

timeseriesanalysiswithpython

transfer_entropy

TE between two time series implementation in python

tstables

A Python package to store time series data in HDF5 files using PyTables

tutmom

Tutorial on "Modern Optimization Methods in Python"

u-net-for-density-estimation

uncertainty-toolbox

A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

uncertaintynn

Implementation and evaluation of different approaches to get uncertainty in neural networks

uplift

utils

Some minor useful codes.

vecstack

Python package for stacking (machine learning technique)

word2gm

Word to Gaussian Mixture Model

xgboost-distribution

Probabilistic prediction with XGBoost.