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wbeardall's Projects

buildkit icon buildkit

concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit

gillespie_m3 icon gillespie_m3

Python3 repository for the MRes in Systems and Synthetic Biology Coursework 3 (Theoretical Systems Biology) at Imperial College London.

gnn-lspe icon gnn-lspe

Fork of Official Implementation of Graph Neural Networks with Learnable Structural and Positional Representations (http://arxiv.org/abs/2110.07875)

ic-bioeng-mib icon ic-bioeng-mib

Python implementation of the Modelling in Biology Part 1 problem sheet set.

linear_operator icon linear_operator

A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch

petastorm icon petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

polars-xdt icon polars-xdt

Polars plugin offering eXtra stuff for DateTimes

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

smart_open icon smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

torchmetrics icon torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

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