soaxelbrooke

python-bpe

Byte Pair Encoding for Python!

phrase

A tool for learning significant phrase/term models, and efficiently labeling with them.

advent-of-code

gcf-contact-form

A contact form that writes to a sqlite database hosted on Google Cloud Functions.

multitool

skorch-basic-birnn

Basic bidirectional RNN with PyTorch + Skorch

twitter-customer-support-collector

Collects tweets from companies providing customer support on Twitter.

nn-sentiment

JS package for predicting sentiment for English text using a pre-trained neural network.

app-store-scraper

Scrapes iTunes app store for reviews and new versions

clearml

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

deepops

Tools for building GPU clusters

gensim-fasttext

Train fasttext models and export embeddings using gensim

jetbrains-settings

keras-sentiment

A basic sentiment classifier in keras, exported to tensorflow serving

mcpf

A tool for simulating personal finance outcomes given all of life's uncertainties

models

Models and examples built with TensorFlow

ptclf

Pytorch Text Classifier

pyserde

Yet another serialization library on top of dataclasses, inspired by serde-rs.

sentence-transformers

Sentence Embeddings with BERT & XLNet

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

soaxelbrooke.github.io

stuart.axelbrooke.com

Stuart Axelbrooke personal site

text

Data loaders and abstractions for text and NLP

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

usif

Implementation of unsupervised smoothed inverse frequency (Best Paper, Repl4NLP @ ACL 2018)

vpn_watcher

Watches and resets your

wf

A simple Unix-style command line utility for counting word frequency, written in Rust

whisper

withings-weight-to-postgres

A little app to continuously pull weights from your Withings scale into your Postgres database

www.axelbrooke.com