Susan Das's repositories
open-llms
đź“‹ A list of open LLMs available for commercial use.
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
mlops-v2
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
sus-ai-app-doccomp
"Document Companion" - An LLM & RAG Powered AI App
sus_react_txndetect
Fraud Transaction Detection GenAI(CT-GAN) Powered AI App using AWS and ReactJS
sus-lc-ai-app-1
LangChain AI App 1 - "Correlated Event Search" LLM App using LangChain
ml-model-comparison-framework
A Comprehensive Comparative Study on ML Model Performance (Model Comparion Framework)
rnn-lstm-based-temp-prediction-timeseries
Time Series - RNN(LSTM) based Temperature Prediction Model
ml-flow-automation
ML Work Flow Automation with GitHub Action
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
asl-ml-immersion
GCP - GenAI - This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
aws-sam-cli-app-templates
SAM Samples
CTGAN
Conditional GAN for generating synthetic tabular data.
amazon-s3-presigned-urls-aws-sam
For more serverless learning resources, visit https://serverlessland.com/.
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
rocker-versioned2
Run current & prior versions of R using docker. rocker/r-ver, rocker/rstudio, rocker/shiny, rocker/tidyverse, and so on.
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
amazon-sagemaker-built-in-algorithms-mlops-pipeline-using-aws-cdk
MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.