mapattacker

datascience

How to be a Data Scientist

ai-engineer

how to be an AI Engineer

cheatsheets

Cheat Sheets for Python, Social Media, Command Line, SQL etc.

dendrogram-ts

plotting time-series graphs in Scipy dendrogram

ai-scientist

How to be an AI scientist

dca-strategies

Backtesting Dollar Cost Averaging & other strategies

ML-MemoryLeak-Checker

machine learning API memory leak checker using Streamlit

github-workflow-sample

A sample Github Workflow for python projects

ansible-playbooks

ant-colony-optimization

implementations of some optimization algorithms like Ant Colony Optimization

aws

bioacoustics

Some guide and code snippets for bioacoustics analysis

dockercompose-py3-awscli2

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

Flask-OpenAPI

example of flask validation & generation of openapi docs using connexion and flask-pydantic-spec

flask-serverless

examples of deploying an ML model using serverless framwork & zappa into AWS

google-OID-YOLO-downloader

download google's open image dataset

keras-efficientnet-finetuning

Example scripts for transfer learning of EfficientNet with Keras

model_monitoring_flask_aws

OIDv5_ToolKit-YOLOv3

Download and ~visualize~ single or multiple classes from the huge Open Images v5 dataset

phenology

phenology studies by scraping flower images from the internet

pii_detection_app

pipreqs

pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

sagemaker-studio-example

An example repo for using Sagemaker

sample-load-testing

load testing example with locust

Terraform-Auto-Deploy

terraform-ecs-model

terraform-starter-pack

web-development

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite