Kavitha Chetana Didugu's Projects
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Better Pan- and Epidemic RealTime Simulation Platform - with options to amend all types of "Live data"
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
This repository contains the developer tutorials and samples to demonstrate how to create the experiments contained on AI Lab.
Interpretability and explainability of data and machine learning models
Python Accumulated Local Effects package
Algorithms for monitoring and explaining machine learning models
An open-source NLP research library, built on PyTorch.
SageMaker Course Material
Code for "High-Precision Model-Agnostic Explanations" paper
Implementation of the Anchors algorithm: Explain black-box ML models
Coding Challenges from Angela Yu's course
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Using NLP to build a text classification model for auto-ticket asisgnment problem
A Multi-Agent based Generative AI system that identifies trending YouTube Topics in a domain and come up with Video Ideas as well as Scripts
This repo includes ChatGPT prompt curation to use ChatGPT better.
A curated list of awesome Dash (plotly) resources
A topic-centric list of HQ open datasets.
A curated list of awesome self-supervised methods
A curated list of pretrained sentence and word embedding models
A deployable reference implementation intended to address pain points around conceptualizing data lake architectures that automatically configures the core AWS services necessary to easily tag, search, share, and govern specific subsets of data across a business or with other external businesses.
📚 Learn ML with clean code, simplified math and illustrative visuals.
Mapping a variable-length sentence to a fixed-length vector using BERT model
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Tensorflow implementation of contextualized word representations from bi-directional language models
⚠ The content in this repo has been moved to https://github.com/microsoft/botframework-sdk ⚠