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gilbeckers's Projects

costa-rica icon costa-rica

A Kaggle challenge. The objective of the Costa Rican Household Poverty Level Prediction contest is to develop a machine learning model that can predict the poverty level of households using both individual and household characteristics. Based on Medium article of Will Koehrsen

kubeflow icon kubeflow

Machine Learning Toolkit for Kubernetes

ml-monitoring icon ml-monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

ml-skeleton-py icon ml-skeleton-py

A best-practices first project template that allows you to get started on a new machine learning project.

posematch_v3 icon posematch_v3

Demo2 single pose matching + object detection (with updated version of TF)

tensorchat_fb icon tensorchat_fb

A simple context-aware facebook messenger chatbot built using tensorflow. Training of the model is done offline and deployed as a Flask app on Heroku.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tf-pose-estimation icon tf-pose-estimation

Openpose from CMU implemented using Tensorflow with Custom Architecture for fast inference.

treelib icon treelib

An efficient implementation of tree data structure in python 2/3.

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