tejeffers

experimental-visualizations

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

faiss

A library for efficient similarity search and clustering of dense vectors.

amundsen

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

saliency_bias

Twitter algorithmic bias challenge winning submission

US_County_Level_Election_Results_08-20

United States General Election Presidential Results by County from 2008 to 2016

fuzzy_pandas

Fuzzy matches and merging of datasets in pandas using csvmatch

s-and-p-500-companies

List of companies in the S&P 500 together with associated financials

hello-there

Example of serverless Slack slash commands with Python

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

InfVocLDA

Online Latent Dirichlet Allocation with Infinite Vocabulary using Variational Inference

forty-jekyll-theme

A Jekyll version of the "Forty" theme by HTML5 UP.

freelancer-theme

Jekyll theme based on Freelancer Start Bootstrap theme

transitions

A lightweight, object-oriented finite state machine implementation in Python with many extensions

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

blog

Data, code, and scripts for the analysis in the Mode blog.

crosscat

A domain-general, Bayesian method for analyzing high-dimensional data tables

Metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

dc.graph.js

interactive network visualization

dc.js

Multi-Dimensional charting built to work natively with crossfilter rendered with d3.js

branca

This library is a spinoff from folium, that would host the non-map-specific features.

crossfilter

Fast n-dimensional filtering and grouping of records.

kaggle-talkingdata-visualization

Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python

censumander

A tool to improve the usability of census data via "good" gerrymandering

acs_demographic_clusters

Code to create and visualize demographic clusters for the US with data from the American Community Survey

amazon-wish-lister

Retrieve Amazon Wishlist and output to JSON, XML, or PHP Array Object

gifs

:joy: :camera: :sparkler: Storage place for all mah gifs.

topojson-server

Convert GeoJSON to TopoJSON.

topojson

An extension of GeoJSON that encodes topology! 🌐