AahanSingh

terraform

Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

autogen

A programming framework for agentic AI 🤖

mojo

The Mojo Programming Language

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

gorilla

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

starter-workflows

Accelerating new GitHub Actions workflows

mamba

The Fast Cross-Platform Package Manager

skypilot

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

multidiffusion-upscaler-for-automatic1111

Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

latent-consistency-model

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

giskard

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

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

alibi

Algorithms for explaining machine learning models

DemoFusion

Let us democratise high-resolution generation! (CVPR 2024)

dstack

A lightweight alternative to Kubernetes for AI, simplifying container orchestration on any cloud or on-premises and accelerating AI development, training, and deployment.

devops-projects

DevOps Real World Projects for Aspiring DevOps Engineers [Beginner to Advanced]

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

aequitas

Bias Auditing & Fair ML Toolkit

encord-active

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

Open-NLLB

Effort to open-source NLLB checkpoints.

cd0581-building-a-reproducible-model-workflow-exercises

Exercise Staters and solutions for cd0581-building-a-reproducible-model-workflow by Giacomo Vianello

nd0821-c3-starter-code

cd0583-model-scoring-and-drift-using-evidently

Monitoring machine learning models in production using Evidently.

nd0821-c3-deploying-a-scalable-pipeline-in-prod-demos

Demo files for the Course - Deploying a Scalable Pipeline in Production

cd0583-historical-data-drift

Calculate and visualize historical data drift

cd0583-diagnose-and-fix

Diagnose and fix problems in a production deployed code.

cd0582-api-deployment-with-fastapi