Vinay Singh's Projects
This repository contains code to use boto3 for AWS Lambda
🔊 Text-Prompted Generative Audio Model
Project code for cd0581 refresh taught by Giacomo Vianello
Exercise Staters and solutions for cd0581-building-a-reproducible-model-workflow by Giacomo Vianello
Portfolio of data science projects completed by me for academic and self learning
Code for the online course "Deployment of Machine Learning Models"
This repository contains code examples and tutorials related to Docker and Kubernetes. It aims to help you understand and practice containerization and orchestration techniques using these powerful tools.
React based app with CI/CD pipeline integrated through Travis CI
Text augmentation, deep learning, and aspect-based sentiment analysis.
An NLP web application which leverages open-source models to extract the entities present in the text and identifies their respective polarity specific polarity.
A web application using Justpy to identify the entities present in the text and label the respective sentiment of the entity in the text
Streamlit-based web application to match the uploaded face with a celebrity face.
Generative Models by Stability AI
Enterprise Scale NLP with Hugging Face & SageMaker Workshop series
This repo holds the Java programs created while learning the language
Kaggle - Predict the status of a genetic biomarker important for brain cancer treatment
This repo holds the notebooks prepared for the Kaggle Titanic Sink competition
This repository holds python based apps with CLI or Web interface
Python projects created by me for self-learning and hobby purposes
This repo holds basic tutorials to start on pytorch
Transformers for Natural Language Processing, published by Packt
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more