Pinned 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
BoilerPy3
Python port of Boilerpipe library
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.
sentiment-analysis
Sentiment analysis using Keras
tfx-gpu
Dockerfile for running TFX on Nvidia GPU's
jwgwalton's Repositories
jwgwalton/aml-template
This is a template used for setting up a machine learning project running on Azure Machine Learning
jwgwalton/Azure-mlops-nlp-example
NLP example project generated using the Azure MLOps v2 accelerator
jwgwalton/Bag-of-Pytorch
A Bag of Words classifier for text classification using pytorch and pytorch lightning
jwgwalton/BoilerPy3
Python port of Boilerpipe library
jwgwalton/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
jwgwalton/course-v3
The 3rd edition of course.fast.ai
jwgwalton/how-to-ml
An example project on how to organise code for a production ML system.
jwgwalton/image_recognition
Neural network for basic shape recognition, implemented purely in numpy.
jwgwalton/sentiment-analysis
Sentiment analysis using Keras
jwgwalton/tfx-gpu
Dockerfile for running TFX on Nvidia GPU's
jwgwalton/dvc_example
An example of using DVC for reproducability
jwgwalton/fastai-course
Repository of work based on the fastai course
jwgwalton/inspect_ai
Inspect: A framework for large language model evaluations
jwgwalton/jpmml-sparkml
Java library and command-line application for converting Apache Spark ML pipelines to PMML
jwgwalton/kubeflow-examples
Examples for Kubeflow and Kubeflow pipelines
jwgwalton/LASER
Language-Agnostic SEntence Representations
jwgwalton/ml-design-patterns
Software Architecture for ML engineers
jwgwalton/ml-models
A dummy storage bucket for use in the how-to-ml series
jwgwalton/ml-template-azure
Template for getting started with automated ML Ops on Azure Machine Learning
jwgwalton/mleap
MLeap: Deploy Spark Pipelines to Production
jwgwalton/mlflow
Open source platform for the machine learning lifecycle
jwgwalton/mlflow-example
An example MLflow project
jwgwalton/mlops-on-gcp
jwgwalton/mlops-templates
Template for running MlOps workloads on Azure ML Studio
jwgwalton/OpenWeightlifting
jwgwalton/prescription-synonym-detection
Cleaning medical dosage data for further analysis.
jwgwalton/spark-utils
Dumping ground of utility functions for machine learning in Spark
jwgwalton/text-embeddings
jwgwalton/yet-another-applied-llm-benchmark
A benchmark to evaluate language models on questions I've previously asked them to solve.
jwgwalton/zero-to-deep-learning
Udemy cours on deep learning with Keras