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David Waterworth's Projects

autoformer icon autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

brick icon brick

Uniform metadata schema for buildings

catboost icon catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

digitalbuildings icon digitalbuildings

Digital Buildings (ontology and SDK) currently being used by Google internally to manage our own buildings.

esaxx-rs icon esaxx-rs

Bindings to copy of SentencePiece esaxx library (fast suffix array and frequent substrings).

goldencheetah icon goldencheetah

Cycling Performance Software for Linux, Mac OS X, and Windows

gsa-is icon gsa-is

Inducing enhanced suffix arrays for string collections [DCC'16, TCS 2017]

inception-external-recommender icon inception-external-recommender

Get annotation suggestions for the INCEpTION text annotation platform from spaCy, Sentence BERT, scikit-learn and more. Runs as a web-service compatible with the external recommender API of INCEpTION.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

tch-rs icon tch-rs

Rust bindings for the C++ api of PyTorch.

tokenizers icon tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

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