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15-minute-apps

15 minute (small) desktop apps built with PyQt

alepython

Python Accumulated Local Effects package

alibi

Algorithms for monitoring and explaining machine learning models

anchor

Code for "High-Precision Model-Agnostic Explanations" paper

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

bootstrap-experiments

Experimenting with different bootstrap methods

data-science-project-template

datainsight

Dedicated area for the development of data insight in the area of predictive analytics from churn prediction, fraud detection, and general machine learning and artificial intelligence.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning_2018-19

Официальный репозиторий курса Deep Learning (2018-2019) от Deep Learning School при ФПМИ МФТИ

deployml_course

dlschool_english

The official repo for english Deep Learing course materials by Deep Learning School (PSAMI MIPT, Russia)

docs

TensorFlow documentation

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

git_project1

isolationforest

testing scikit-learn Isolation Forest

lime

Lime: Explaining the predictions of any machine learning classifier

lofo-importance

Leave One Feature Out Importance

markov-chain

nudenet

Neural Nets for Nudity Detection and Censoring

pdpbox

python partial dependence plot toolbox

predict-customer-churn

A general-purpose framework for solving problems with machine learning applied to predicting customer churn

pycebox

⬛ Python Individual Conditional Expectation Plot Toolbox

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

shap

A game theoretic approach to explain the output of any machine learning model.

skater

Python Library for Model Interpretation/Explanations

tlroadmap

Тимлид – это ❄️, потому что в каждой компании он уникален и неповторим.

tutorials

CatBoost tutorials repository

xai

XAI - An eXplainability toolbox for machine learning