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ml-training-intro

Materials for the "Introduction to Machine Learning" class

mlcolab-work

mlnotes

mlrun

Machine Learning automation and tracking

music_project

Creating artificial music with genetic algorithms

mybatis-3

MyBatis SQL mapper framework for Java

mydatasets

namebot

A company/project name generator for Python. Uses NLTK and diverse techniques derived from existing corporate etymologies and naming agencies for sophisticated word generation and ideation.

namevalidator

ner-annotator

Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.

neural-pipeline

Neural networks training pipeline based on PyTorch

nlp-task

Analysis of a given resume to find the technical skills and rank them based on projects done

nlpbot

Simple ChatBot introducing NLP and Machine Learning for Classification of Sentences

nltk

NLTK Source

nltk-1

Natural Language Toolkit (NLTK) lesson materials

nltk-python

Pull Twitter feeds and score sentiment of tweets; then use training set to classify tweets. Also visualize the frequency of unigrams, bigrams and other ngrams, as well as stemming & lemmatization effects. Much of this is a focus on feature engineering

numpy-100

100 numpy exercises (100% complete)

onelogin-oidc-java

OpenId Connect client examples for Java apps

online-news-popularity

Service to predict news popularity by a fully-connected neural network.

open-speech-recording

Web application to record speech for an open data set

opencv

Open Source Computer Vision Library

opencvwork

openrouteservice-py

The Python API to consume openrouteservice(s) painlessly!

opinion-spam-detector

Detection of deceptive hotel reviews using various language models. 90% accuracy obtained. Deceptive reviews are those which are not obvious spams, but are lies nevertheless. Detailed report has been included.

opinrank

OpinRank Dataset. Dataset containing user reviews for entities namely cars and hotels. Full reviews from Tripadvisor (~259,000 reviews) and Edmunds (~42,230 reviews)

paasta

An open, distributed platform as a service

pandas-tutorial

Material for the pandas tutorial at EuroScipy 2016

pandas_exercises

Practice your pandas skills!

paper-spray

List of interesting papers to read

papers-we-love

Papers from the computer science community to read and discuss.