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api-samples

Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

awesome-twitter-data

A list of Twitter datasets and related resources.

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

chloe_flask_docker_demo

dashboard

General-purpose web UI for Kubernetes clusters

data-analysis

Data Science Using Python

dbms_sem4

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

docker-stacks

Ready-to-run Docker images containing Jupyter applications

fake-news-classifier

A project to detect fake news

flask-docker-example

An example app using both Flask and Docker

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-soccer

kubernetes-bigquery-python

Example Kubernetes app that shows how to build a 'pipeline' to stream data into BigQuery. Uses Redis or Google Cloud PubSub

kubernetes-engine-samples

Sample applications for Google Kubernetes Engine (GKE)

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nova

NOVA is a tool for annotating and analyzing behaviours in social interactions. It supports Annotators using Machine Learning already during the coding process. Further it features both, discrete labels and continuous scores and a visuzalization of streams recorded with the SSI Framework.

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

public-notes

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

python-docs-samples

Code samples used on cloud.google.com

python-twitter

A Python wrapper around the Twitter API.

senpy

A sentiment and emotion analysis server in Python

sklearn-gae-sample

Sample code for sklearn model deployment on Google AppEngine

startupdatascience

tensorflow-summarization

text-summarization-tensorflow

Tensorflow seq2seq Implementation of Text Summarization.

textrank

Python implementation of TextRank algorithm for automatic keyword extraction and summarization using Levenshtein distance as relation between text units. This project is based on the paper "TextRank: Bringing Order into Text" by Rada Mihalcea and Paul Tarau. https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf