JasperHG90

HAN.py

Implementation of a Hierarchical Attention Network (HAN) in PyTorch

dagster-dags

🚧 [Under construction] Pants monorepo containing dagster DAGs and utilities that can be deployed to Dagster OS on Kubernetes

emoj-suggestor-genai-template

🚧 [Under construction] Superfluous python CLI for generating emoji's given a piece of text using LLMs. Python Poetry template for GenAI projects.

Latent.jl

Implementation of latent variable models in Julia

chatty.nim

Nim chat server/client. From: <https://www.manning.com/books/nim-in-action>

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work. Adapted for use with poetry instead of conda.

dagster-dbt-elementary

Dagster + dbt + elementary

dagster-pipes-gcp

GCP Function to be used with dagster-pipes

DeepBrainSeg

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

helm-mlflow

Helm chart for mlflow deployments on k8s

helm-postgresql

Helm chart for postgresql kubernetes deployments

helm-prefect2.0

Helm chart for prefect Orion (2.0+)

jasperhg90.github.io

Personal website

Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

malaria-convnet

Recapping some python skills I've learned while applying it to a fun Kaggle competition.

mlflow

Open source platform for the machine learning lifecycle

pre-commit-docker-pyspark

prefect-cli-utils.py

CLI utils for prefect projects

python-project-templates

Python project templates that use poetry <https://python-poetry.org/>

responsible-ai-widgets

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

toiminnot

GitHub actions that I use

wikipedia-sample

A sample dataset that contains +- 2.600 wikipedia articles (approx. first 12 sentences). Taken from the Vital Articles list, level 4.

workbench-docker-dask

Dask image used by kubernetes dask clusters. Installs some additional dependencies on top of the most recent dask image.

workbench-docker-mlflow

MLFlow docker server with python 3.8 and GCP storage libraries

workbench-docker-okteto

This is a dev environment container that can be used with Okteto on kubernetes. It contains Pyenv for developing with different python distributions.

workbench-docker-prefect

Docker container for spinning up a prefect orion server. More lightweight than the official version.

workbench-docker-ray

Ray docker image with python 3.8 and GCS libraries installed

workbench-package-template

Workbench template for python packages

workbench-utils

Utility functions for workbench projects