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jwgwalton's Projects
aml-template
This is a template used for setting up a machine learning project running on Azure Machine Learning
azure-mlops-nlp-example
NLP example project generated using the Azure MLOps v2 accelerator
bag-of-pytorch
A Bag of Words classifier for text classification using pytorch and pytorch lightning
boilerpy3
Python port of Boilerpipe library
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
course-v3
The 3rd edition of course.fast.ai
credit_default_risk
Entries for the Kaggle Home Credit Group credit default competition.
cvxgraph
Convex optimisation package for graph algorithms
cvxgraph_public
Convex optimisation package for graph algorithms
cvxpy
A Python-embedded modeling language for convex optimization problems.
cython-docker
Docker image for using cython 0.27.3, version pinned for use with fastText bindings.
datacamp_projects
Repo for projects from data camp
decision-trees
Implementation of decision tree algorithm
deeplearning-models
A collection of various deep learning architectures, models, and tips
digital_image_processing
Image filtering and speckle reduction
dvc_example
An example of using DVC for reproducability
edit-distance
Various algorithms for looking at edit distance between two strings
exoplanet-ml
Machine learning models and utilities for exoplanet science.
fastai-course
Repository of work based on the fastai course
financial_modelling
Modelling of investments and mortgages
fire_risk_estimation
Using London Fire Brigade Data to estimate fire risk
geo_json_mapping
Meta data tagging for geoJson/topoJson visualisations
graph-frames-prototype
Parallel graph partitioning using Spark's GraphFrames package
gresearch-forecasting-challenge
Entry for the research financial forecasting challenge
how-to-ml
An example project on how to organise code for a production ML system.
image_recognition
Neural network for basic shape recognition, implemented purely in numpy.
jpmml-sparkml
Java library and command-line application for converting Apache Spark ML pipelines to PMML
jpmml-sparkml-lightgbm
JPMML-SparkML plugin for converting LightGBM-Spark models to PMML
kubeflow-examples
Examples for Kubeflow and Kubeflow pipelines
laser
Language-Agnostic SEntence Representations
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