osamadel

free-for-dev

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

Guitar-Chords-recognition

An application that predicts the chords when melspectrograms of guitar sound is fed into a CNN.

JetBrainsMono

JetBrains Mono – the free and open-source typeface for developers

awesome-docker

:whale: A curated list of Docker resources and projects

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

mlflow_for_ml_dev

Repository with code examples of mlflow

console

Simple UI for MinIO Object Storage :abacus:

ebooks

Flowise

Drag & drop UI to build your customized LLM flow

CICFlowMeter

CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has been used in many Cybersecurity datsets such as Android Adware-General Malware dataset (CICAAGM2017), IPS/IDS dataset (CICIDS2017), Android Malware dataset (CICAndMal2017) and Distributed Denial of Service (CICDDoS2019).

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

giskard

🐢 Open-Source Evaluation & Testing for LLMs and ML models

doc-rasa-on-m1

Rasa on M1: installation guideline

rasa-apple-silicon

Rasa on ARM-based Macs (Native/Docker)

gpt4all

GPT4All: Chat with Local LLMs on Any Device

notebooks

Code examples and jupyter notebooks for the Cohere Platform

fastapi-azure-auth

Easy and secure implementation of Azure Entra ID (previously AD) for your FastAPI APIs 🔒 B2C, single- and multi-tenant support.

shap

A game theoretic approach to explain the output of any machine learning model.

modin

Modin: Scale your Pandas workflows by changing a single line of code

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

tods

TODS: An Automated Time-series Outlier Detection System

pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

text-generation-inference

Large Language Model Text Generation Inference

spotlight

Interactively explore unstructured datasets from your dataframe.

dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽‍💻

linkedin-python-scrapy-scraper

Surprise

A Python scikit for building and analyzing recommender systems

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.