Susan Das's repositories
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
ml-flow-automation
ML Work Flow Automation with GitHub Action
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
sus-ai-app-doccomp
"Document Companion" - An LLM & RAG Powered AI App
sus-lc-ai-app-1
LangChain AI App 1 - "Correlated Event Search" LLM App using LangChain
sus_react_txndetect
Fraud Transaction Detection GenAI(CT-GAN) Powered AI App using AWS and ReactJS
amazon-s3-presigned-urls-aws-sam
For more serverless learning resources, visit https://serverlessland.com/.
asl-ml-immersion
GCP - GenAI - This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
aws-sam-cli-app-templates
SAM Samples
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.
CTGAN
Conditional GAN for generating synthetic tabular data.
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 11 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
mlops-v2
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
open-llms
๐ A list of open LLMs available for commercial use.
rocker-versioned2
Run current & prior versions of R using docker. rocker/r-ver, rocker/rstudio, rocker/shiny, rocker/tidyverse, and so on.