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ai-job-title-level-classification

assistant-demo

Assistant demo

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

bert-ner-1

Pytorch-Named-Entity-Recognition-with-BERT

botbuilder-samples

Welcome to the Bot Framework samples repository. Here you will find task-focused samples in C#, JavaScript and TypeScript to help you get started with the Bot Framework SDK!

distributed_tensorflow_a_gentle_introduction

Jupyter notebook running through some basic examples of Distributed TensorFlow

jobdescription2jobtitle

classify a job description (or noisy job title) into a ONET job title

models

A collection of pre-trained, state-of-the-art models in the ONNX format

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

notebooks

collection of iPython notebooks

occupationcoder

Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.

pcl

Point Cloud Library (PCL)

phrase-at-scale

Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English

qlik-challenges

Qlik Programming Challenges

sandbox

Development sandbox for front end projects and tutorials.

sensor

PrimeSensor Modules for OpenNI

tensorflow

Computation using data flow graphs for scalable machine learning

workshops

A few exercises for use at events.