acwooding Goto Github PK

bus_number

Up Your Bus Number: A Primer for Reproducible Data Science

conda-ops

conda plugin to manage your project's python-based conda environment transparently and reproducibly

covid_nlp

COVID-19 data quick start template, generated using EasyData

dimension_reduction

easydata

Experimental Data Science cookiecutter, based on cookiecutter-data-science. Here's where I try things that haven't been accepted, or are too experimental for the upstream project

easydata-tutorial

Supporting materials for the 2021 Pydata Global Tutorial "Love your (Data Science) Neighbour"

easydata-workshop

Easydata Git Template for running data-oriented workshops

easydata2_demo

embedallthethings

Slides and suplemental notebooks for my PyData LA 2019 talk titled "Embed all the things"

embedding_similarity

gentle

gentle forced aligner

hackalog.github.io

highdimensionalclustering

Empirical study on high dimensional clustering

inipath

Manage your local paths and keep them out of your python-based Jupyter notebooks

llm_ai_eo

Language Models on the AI Executive Order — Deploying text embeddings and Llama2 to answer questions about the Executive Order on Artificial Intelligence issued by President Biden

mining_graphs

Material for short course on Mining Complex Networks

multicore-tsne

Parallel t-SNE implementation with Python and Torch wrappers.

python-mastery

Advanced Python Mastery (course by @dabeaz)

reproallthethings

Showcase for the Easydata framework (and regular test case) created by reproducing the EmbedAllTheThings notebooks by jc-healy.

russian-troll-tweets

text_embedding

A Playground for exploring text embedding

textmap

Tools for word and document embedding using UMAP

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

umap

Uniform Manifold Approximation and Projection

vectorizers

Vectorizers for a range of different data types

vectorizers_playground

Using the TIMC Document Vectorizers library