geoHeil

dagster-cloud-feedstock

A conda-smithy repository for dagster-cloud.

h3-py-feedstock

A conda-smithy repository for h3-py.

awesome-tools

curated list of awesome tools and libraries for specific domains

dagster-asset-demo

Introduction to dagster including a demonstration of software defined assets

geomesa-geospark

Integration of geomesa and geospark

geoSparkScalaSample

A minimal sample project which shows how to use geoSpark http://geospark.datasyslab.org/ with WKT in scala

graph-playground

Comparison of different graph processing solutions & Intro to graph processing

ionic2-webpack-starter

An Ionic 2 Starter kit featuring Ionic2, Angular 2 (Router, Http, Forms, Services, Tests, E2E, Dev/Prod, HMR), Material Design, Karma, Protractor, Jasmine, Istanbul, TypeScript, TsLint, Codelyzer, Hot Module Replacement, Typings, and Webpack based on https://angularclass.github.io/angular2-webpack-starter/

streaming-reference

A reference architecture for streaming data pipeline

local-data-stack

geoHeil/dagster-demo

dagster 101

geoHeil/dagster-sklearn

dagster scikit-learn pipeline example.

geoHeil/digitalisation-in-research-module-2

geoHeil/flink-onnx-pytorch

Streaming machine learning using PyTorch, Flink, and ONNX

geoHeil/geomesa

GeoMesa is a suite of tools for working with big geo-spatial data in a distributed fashion.

geoHeil/home_loc

Home location/detection algorithms for mobile phone streams

geoHeil/IDTxl

geoHeil/khiva

An open-source library of algorithms to analyse time series in GPU and CPU.

geoHeil/matchmaker

Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

geoHeil/practical-data-engineering

Real estate dagster pipeline

geoHeil/pytorch_geometric_temporal

A Temporal Extension Library for PyTorch Geometric

geoHeil/sequitur

Autoencoders for sequence data that work out-of-the-box

geoHeil/spark-schema-utils

spark-schema-utils

geoHeil/spark-sql-macros

Spark SQL Macros provides a mechanism similar to Spark User-Defined function registration; with the key enhancement being that custom code gets compiled to equivalent Catalyst Expressions at macro define time.

geoHeil/streaming-example

streaming example (read from kafka + computation + write to kafka) for a streaming data model

geoHeil/tsai

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

geoHeil/AutoAudit

Supplementary material for paper "AutoAudit: Mining Accounting and Time-Evolving Graphs"

geoHeil/BigData

This repository is the official implementation of On Convolutional Autoencoders to Speed Up Similarity-Based Time Series Mining paper.

geoHeil/covid-model

geoHeil/deepinterpolation

geoHeil/flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

geoHeil/iaas_permission_mining

geoHeil/minirocket

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

geoHeil/mlflow-example

An example MLflow project

geoHeil/MultiRocket

Effective summary statistics for convolutional outputs in time series classification

geoHeil/Orion

A machine learning library for detecting anomalies in signals.

geoHeil/plotting_tricks

asking for help when plotting data

geoHeil/pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

geoHeil/scrapy-selenium-middleware

Scrapy middleware integrating selenium with proxy support and non blocking implementation

geoHeil/tdml-example

Companion exercise to my WIP book "Clean Machine Learning Code"