Pinned Repositories
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
Langchain-LLM-PDF-QA
This open-source project leverages cutting-edge tools and methods to enable seamless interaction with PDF documents. Powered by Langchain, Chainlit, Chroma, and OpenAI, our application offers advanced natural language processing and retrieval augmented generation (RAG) capabilities. Upload PDF, app decodes, chunks, and stores embeddings for QA
manifest
Prompt programming with FMs.
ML-primer
Work In Progress: All the information about Machine Learning from 0 to 1 at one place.
Modeling-Uncertainty-Local-Explainability
Local explanations with uncertainty 💐!
OpenOA
This library provides a framework for working with large timeseries data from wind plants, such as SCADA. Its development has been motivated by the WP3 Benchmarking (PRUF) project, which aims to provide a reference implementation for plant-level performance assessment.
Wind-Turbine-Anomaly-Detection-VRAE
Code for paper "Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders."
ksat-iitb's Repositories
ksat-iitb/Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
ksat-iitb/Langchain-LLM-PDF-QA
This open-source project leverages cutting-edge tools and methods to enable seamless interaction with PDF documents. Powered by Langchain, Chainlit, Chroma, and OpenAI, our application offers advanced natural language processing and retrieval augmented generation (RAG) capabilities. Upload PDF, app decodes, chunks, and stores embeddings for QA
ksat-iitb/manifest
Prompt programming with FMs.
ksat-iitb/ML-primer
Work In Progress: All the information about Machine Learning from 0 to 1 at one place.
ksat-iitb/Modeling-Uncertainty-Local-Explainability
Local explanations with uncertainty 💐!
ksat-iitb/OpenOA
This library provides a framework for working with large timeseries data from wind plants, such as SCADA. Its development has been motivated by the WP3 Benchmarking (PRUF) project, which aims to provide a reference implementation for plant-level performance assessment.
ksat-iitb/Wind-Turbine-Anomaly-Detection-VRAE
Code for paper "Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders."