mtszkw Goto Github PK

bodywork-playground

bookmarks

Personal list of resources for AI, programming, math stuff and more

boston-flask-app

Boston ML App but with Flask instead of FastAPI

boston-ml-app

App for testing productization & deployment of ML apps

clothes-interview

Training and inference of clothes classifier

contests

Snippets from competitive programming contests and online-judges

fast-torch

Comparing PyTorch, JIT and ONNX for inference with Transformers

foosball

Analysis of table soccer games based on video recordings

fraud-detection

Fraud detection in credit card transactions history (97.7% F1)

kfctl

Kubeflow kfctl utility and Kubernetes kubectl CLI in a container

kubeflow-deploy

Instructions for deploying Kubeflow on EKS and minikube

lightning-lr-find

Finding good learning rate in PyTorch Lightning

lish-moa

Kaggle - Mechanisms of Action (MoA) Prediction

matching

Object detection using feature matching and homography

ml-app-k8s

Deploying Boston ML App on K8s with Helm Charts

ml-production

mlops-template

mnist-workflow

Automated ML pipeline with DVC, S3 and GitHub Actions

mtszkw

pointpicker

Annotate points or bounding boxes on images and export them to file

sentiment

Sentiment Analysis pipeline with SKLearn, Metaflow, AWS and GitHub CI

shutdown

Standalone GUI application for scheduling system shutdown

surface-crack

Surface crack images classification using PyTorch Lightning

tabular-playground

Kaggle: Tabular Playground Series - Jan 2021

twoview_sfm

Reconstructing 3D point cloud from two stereo images (two-view)

visual-odometry

Feature tracking and (monocular) visual odometry using KITTI dataset