jwgwalton's repositories
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
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
image_recognition
Neural network for basic shape recognition, implemented purely in numpy.
sentiment-analysis
Sentiment analysis using Keras
dvc_example
An example of using DVC for reproducability
fastai-course
Repository of work based on the fastai course
inspect_ai
Inspect: A framework for large language model evaluations
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
ml-design-patterns
Software Architecture for ML engineers
ml-template-azure
Template for getting started with automated ML Ops on Azure Machine Learning
mleap
MLeap: Deploy Spark Pipelines to Production
mlflow
Open source platform for the machine learning lifecycle
mlflow-example
An example MLflow project
mlops-templates
Template for running MlOps workloads on Azure ML Studio
spark-utils
Dumping ground of utility functions for machine learning in Spark
yet-another-applied-llm-benchmark
A benchmark to evaluate language models on questions I've previously asked them to solve.
zero-to-deep-learning
Udemy cours on deep learning with Keras