Discover napsternxg/ipython-notebooks Open Source project

A curated collection of resources on scholarly data analysis ranging from datasets, papers, and code about bibliometrics, citation analysis, and other scholarly commons resources.

187

awesome-scholarly-data-analysis

148

TwitterNER

Twitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.html

This is a google chrome extension for saving links for later reading.

139

ReadLater

Deep neural network based model for sequence to sequence classification

101

DeepSequenceClassification

A set of utility scripts to process Wikipedia related data

WikiUtils

Assignments for Udacity Deep Learning course using TensorFlow https://www.udacity.com/course/progress#!/c-ud730

Udacity-Deep-Learning

Submission for Stack Exchange Kaggle Visualization Competition

Kaggle-StackOverflow-Vis

A very simple template engine made in bash for showing help file and other config details.

bash-template-engine

Shell

PubMed_SelfCitationAnalysis

Repository of our paper on Self-citation analysis in PubMed data

Quantifying conceptual novelty in the biomedical literature

Novelty

Awesome list of generative models which can generate realistic looking content. Aimed at creating awareness about deepfakes.

awesome-generative-models

SocialMediaDownloader

Simple script to download data from social media websites

Data Analysis using Python and Pandas

DataAnalysisPython

Social Network Analysis course

GET17_SNA

D3 Project on Visualizing Facebook Group Data

FacebookGroupVisual

CSS

haiku_rnn

Generating Haikus Using Char-RNN

Social Communication Temporal Graph

social-comm-temporal-graph

IMDB-Graph

IMDB Actor Graph

Analysis of controversial tweets

ControversialTweetAnalysis

Port of Perl module of same name

WordLevelStatistics

Experiments with the wordnet corpora

WordNetExperiments

Stan tutorials using ipython notebook

STAN-Tutorial

Sentiment analysis python package for text and url

Sentiments

Analysis on twitter sentiment analysis benchmark datasets

TwitterSentimentBenchmarks

Experiments with predicting gender using US SSN data

GenderPrediction

A visualization framework for temporal categorical data

updown

Scala

ConnectDots

Citation_Context_Classification

Notes on doing research and links to awesome resources

doing-research

coding_practice

Practicing CTCI using python

Data Mining python scripts for social scientists

DataMiningPython

Automatically exported from code.google.com/p/nltk-drt

nltk-drt

Today I learned style repo for code-snippets or basic learnings

til

cookiecutter-uiucthesis

Cookiecutter template based off of https://github.com/mayhewsw/uiucthesis2014

TeX

iSchool-discussion-group

Slides and code from iSchool discussion group

Topic modelling of NSF Collaborative Grant Data

NSFCollabGrantTM

Automated Car Parking System

ParkAssist

DeepLearningNLP_CS224d

Assignments of Deep Learning NLP course from Stanford CS224d

Fit curve to MeshTerm counts per year

MAGIssues

meshterm-curve-fitting

New paper importance metric based on temporal citation network

i_Index

Simple top 10 Tweet Fetcher which a minimalistic UI.

TweeteReads

SentimentSocialNets

Sentiment based social networks

Assignments in form of notebooks from John K. Kruschke's - Doing Bayesian Data Analysis book

Kruschke_DoingBayesianDataAnalysis

Graph embeddings of MeSH terms

MeshEmbeddings

Technical blog on data science, python, machine learning etc.

blog

Experiments on implementing probabilistic topic models

TopicModelling

A repository using react to demo different document term weighting methods

document-term-weighing

A web based application to scrape the linkedin public data of the employees of the company and show it in the company profile pages.

Company-Connect