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awesome-online-machine-learning

:bookmark_tabs: A curated list of online machine learning courses, software, and papers

awesome-production-machine-learning

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

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

choldate

Somewhat fast updating and downdating of Cholesky factors in Python

cookiecutter-data-science-coldteapot273k-edition

data-stuff

Jupyter notebooks mostly, but there are just Python scripts in Machine Learning dir

dephell

:package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump version.

flask-restaurant-app

A basic CRUD Flask application: restaurants and their menu with SQLite database ORM and some RESTful API operations

gym-adserver

An OpenAI gym environment for ad serving algorithms

heroku-app-bookmark-server

A *bookmark server* or URI shortener that maintains a mapping (dictionary) between short names and long URIs, checking that each new URI added to the mapping actually works (i.e. returns a 200 OK).

hidden-dragon

Some notebooks from my Kaggle competitions. Not a crouching tiger

intro_opt

Introduction to optimization methods course

numpy-financial

Standalone package of the NumPy financial functions

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

python-for-econometrics-statistics-data-analysis

Code from "Introduction to Python for Econometrics, Statistics and Data Analysis" by Kevin Sheppard

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

river

🌊 Online machine learning in Python

rspapers

A Curated List of Must-read Papers on Recommender System.

scikit-learn

scikit-learn: machine learning in Python

sklearn2pmml

Python library for converting Scikit-Learn pipelines to PMML

steam-reviews-nlp-project

proxy repo for NLP project

tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

useful-data-science-snippets

Useful functions/configs with annotations for daily data science workflow