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py-pampo

Python package for PAMPO (PAttern Matching and POs tagging based algorithm for NER)

python-3-basics-series

http://pythonprogramming.net/introduction-to-python-programming/

pythonrestapi

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

pytorchintro

An Absolute Beginners Guide to Machine Learning with PyTorch

query-wellformedness

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

reddit-cnn

Training a Convolutional Neural Network on reddit comments to predict upvotes

reinforcement-learning-explained

This repository contains the lab files for Microsoft course DAT257x: Reinforcement Learning Explained

research-methods-for-data-science-with-python

Research Methods for Data Science with Python

resume-scoring-using-nlp

The objective of the project is to create a Resume Scoring algorithm using Natural Language Processing. The algorithm will parse resumes one by one and will create a Candidate Profile based on the skills mentioned in the resume. A corpus is created using Sketch Engine, Wikipedia pages for various required skills (example : Machine Learning, Data Science, Software developer, Programming) are given as input, Sketch Engine creates a corpus from the useful data available on the given links. Word Embeddings are created from the corpus and these are used to match the skills in the candidate resume with the required skills. Finally, the candidate profile is built and plotted as a bar graph for better visualization.

salad

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

secrets-store-csi-driver

Secrets Store CSI driver for Kubernetes secrets - Integrates secrets stores with Kubernetes via a CSI volume.

sg-aks-workshop

Security + Governance Workshop

simplemnist

Simple MNIST Sample

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

spacy-stanfordnlp

💥 Use the latest StanfordNLP research models directly in spaCy

srsly

🦉 Modern high-performance serialization utilities for Python

stress

Stress infrastructure and tests.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

text2storyworkshop

draft for text2story workshop website

text2storyworkshop2019

text2story 2019 workshop website

the-art-of-command-line

Master the command line, in one page

tooling

Issue tracker and info on Visual Studio tooling for ASP.NET

tr20

transfer-learning-algorithms

Implementation of many transfer learning algorithms in Python with Jupyter notebooks

tweets-nlp-elasticsearch

Using docker for a quick Elasticsearch/Logstash/Kibana (ELK) environment to quickly ingest realtime filtered tweets, perform Natural Language Processing (NLP), store in Elasticsearch (ES), visualize in Kibana.

unsupervised-machine-learning-basics

visualizing-deep-learning

A series of blog posts on visualizing deep learning.

windows-installers

Windows installers for the Elastic stack