Vera A.'s starred repositories

awesome-alexa

Curated Awesome List for Amazon Alexa

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aioalice

Asynchronous library for Yandex Dialogs (Alice) API

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alice_scripts

👩 📜 Easy way to make skills for the Alice voice assistant

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alice-skills

Примеры кода навыков для голосового помощника, придуманного в Яндексе

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awesome-alice

Библиотеки и ресурсы для Яндекс.Диалогов

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Yandex-Dialogs

This is Node.JS SDK for yandex dialogs built with Express.

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yandex-dialogs-sdk

☂️Build your skill for Yandex.Alice with ease. (nodejs/typescript)

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bigbash

A converter that generates a bash one-liner from an SQL Select query (no DB necessary)

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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

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networkx-metis

NetworkX Addon to allow graph partitioning with METIS

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sberbank_kaggle

The 15th place solution of Sberbank Contest on Kaggle

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kaggle_mercedes

The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle

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MinSizeKmeans

A python implementation of KMeans clustering with minimum cluster size constraint (Bradley et al., 2000)

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ml_hacks

Приёмы в машинном обучении

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airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

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opennlp

Apache OpenNLP

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catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

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pygraphviz

Python interface to Graphviz graph drawing package

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Geopython

Notebooks and libraries for spatial/geo Python explorations

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datashader

Quickly and accurately render even the largest data.

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2015

Public material for CS109

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vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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oreilly-matplotlib-course

Jupyter notebooks from my O'Reilly Media course "Matplolib for Developers: Data Visualization and Analysis with Python"

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statsmodels

Statsmodels: statistical modeling and econometrics in Python

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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geopy

Geocoding library for Python.

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allstate_capstone

Allstate Kaggle Competition ML Capstone Project

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