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100-days-of-ml-code

100 Days of ML Coding

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

api-flask

causalinference

Causal Inference in Python

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science

clustering

Implementation OF KMEans, KMode, Kprototype and Agllomerative Hierarchical Clustering Using Python.

data_science_projects

Data science project code and presentation materials

datascience

Curated list of Python resources for data science.

flask-rest-setup

Notes on Flask REST API and tutorial

gap

the gap statistics for automatically-finding-K value for K-mean clustering

gap_statistic

Dynamically get the suggested clusters in the data for unsupervised learning.

hello-world

Just another repository

jpmml-sklearn

Java library and command-line application for converting Scikit-Learn pipelines to PMML

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

learn-amazon-sagemaker

Learn Amazon SageMaker

learningx

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

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.

linear-regression-marketing-workshop

marketing-attribution-models

Python Class created to address problems regarding Digital Marketing Attribution.

markov-chain-attribution

A PoC for a fractional attribution model

markovify

A simple, extensible Markov chain generator.

matplotlib-venn

Area-weighted venn-diagrams for Python/matplotlib

microblog

A microblogging web application written in Python and Flask that I developed as part of my Flask Mega-Tutorial series.

ml-foundations

Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science

multi-armed-bandit

Play with the solutions to the multi-armed-bandit problem.

papis.io

Putting five ML models to production in five minutes

pl_purpose

practicaldataanalysiscookbook

A collection of data and codes to supplement the practicalDataAnalysisCookbook (in preparation)

pychattr

Python Channel Attribution (pychattr) - A Python implementation of the excellent R ChannelAttribution library

pymatch