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BerriAI/litellm

Python SDK and Proxy Server for calling 100+ LLM APIs with cost tracking and guardrails

37.9K
Active
Python
LLM Wrappers & SDKs
API Clients & Testing
Python
#llm-sdk#ai-gateway#cost-tracking

aws/amazon-sagemaker-examples

A collection of Jupyter notebooks showcasing how to build and deploy machine learning models with Amazon SageMaker.

10.9K
Active
Jupyter Notebook
ML Ops
Jupyter Notebook
#machine-learning#deep-learning#data-science

awslabs/gluonts

A Python library for probabilistic time series modeling and forecasting, useful for data scientists and ML engineers.

5.1K
Stable
Python
ML Ops
Databases
PyTorch
#time-series#forecasting#deep-learning

data-science-on-aws/data-science-on-aws

This GitHub repository provides AI and Machine Learning tutorials and examples using Kubeflow, Amazon EKS, and SageMaker.

3.4K
Archived
Jupyter Notebook
ML Ops
API Frameworks
Kubernetes
#machine-learning#ai#kubernetes

yoshitomo-matsubara/torchdistill

A PyTorch-based framework for reproducible deep learning studies with 26 knowledge distillation methods.

1.6K
Stable
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#natural-language-processing

aws-samples/aws-genai-llm-chatbot

A comprehensive solution to deploy a multi-LLM and multi-RAG powered chatbot using AWS CDK on AWS.

1.4K
Active
TypeScript
LLM Frameworks
Search-as-a-Service
AWS CDK
#aws#chatbot#llm

aws-samples/generative-ai-use-cases

Implementation of business use cases for safely utilizing generative AI in AWS services and applications.

1.3K
Active
TypeScript
LLM Frameworks
BaaS Platforms
React
#aws#generative-ai#llm

aws-solutions-library-samples/guidance-for-training-an-aws-deepracer-model-using-amazon-sagemaker

Guidance for training an AWS DeepRacer model using Amazon SageMaker, providing developers full control over the process.

1.3K
Archived
Jupyter Notebook
ML Ops
API Frameworks
Jupyter Notebook
#aws-deepracer#amazon-sagemaker#model-training

aws/deep-learning-containers

One-stop shop for running AI/ML on AWS with Docker, EC2, ECS, EKS, and SageMaker

1.1K
Active
Python
ML Ops
BaaS Platforms
Docker
#aws#docker#ec2

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