Benedikt's repositories
gate-core
The GATE Embedded core API and GATE Developer application
OpenNMT-tf
Neural machine translation and sequence learning using TensorFlow
khcoder
KH Coder: for Quantitative Content Analysis or Text Mining
pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
opennlp
Mirror of Apache OpenNLP
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
fast-bert
Super easy library for BERT based NLP models
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
alluxio
Alluxio, data orchestration for analytics and machine learning in the cloud
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
snap
Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.
anchor
Code for "High-Precision Model-Agnostic Explanations" paper
demos
Access all demo content as demonstrated in the AI sessions at Build 2019
practicalAI
📚 A practical approach to machine learning.
interpret
Fit interpretable models. Explain blackbox machine learning.
Mobius
C# and F# language binding and extensions to Apache Spark
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
node2vec
Implementation of the node2vec algorithm.
delta
An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.
sparse_attention
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
spacy-ner-annotator
Train Spacy ner with custom dataset
mmlspark
Microsoft Machine Learning for Apache Spark
jumpcutter
Automatically edits vidx. Explanation here: https://www.youtube.com/watch?v=DQ8orIurGxw
wikiextractor
A tool for extracting plain text from Wikipedia dumps
TailwindTraders
Tailwind Traders Demo
brat
brat rapid annotation tool (brat) - for all your textual annotation needs
metal
Snorkel MeTaL: A framework for training models with multi-task weak supervision