Sum8 's repositories
mlcourse.ai
Open Machine Learning Course
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Machine-Learning-Projects-Python-
9 Projects in ML
Evaluation-Metrics-for-Recommendation-Systems
This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate generation, rating, ranking metrics performance on 5 different datasets - MovieLens 100k, MovieLens 1m, MovieLens 10m, Amazon Electronics Dataset and Amazon Movies and TV Dataset.
mlops-projects-course
mlops-projects-course
generative_ai_east_asian_studies
This project aims to curate and provide a comprehensive collection of prompts designed specifically for generative AI models in the context of East Asian Studies.
Conversational-Azure-OpenAI-Accelerator
The Conversational Azure OpenAI (ChatGPT) Accelerator, from Microsoft partner Zammo.ai, uses OpenAI to improve customer experience by automating conversations and summarizations. This leverages Azure AI services, deploys to voice and text channels, and saves customers time creating UI, conversational flows, and API integrations.
Practical-MLOps-with-GitHub-and-Azure-ML
Slides and demo code from my presentation entitled Practical MLOps with GitHub and Azure ML
KnowledgeGraphLLM
KnowledgeGraphLLM
streamlit-agent
Reference implementations of several LangChain agents as Streamlit apps
symbolic_deep_learning
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
superduperdb
🔮 SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data.
MLOps-Engineering-in-Action
Reference code base for ML Engineering in Action, Manning Publications Author: Ben Wilson
azure-databricks-exercise
Azure Databricks Hands-on (Tutorials)
vscode-azurefunctions
Azure Functions extension for VS Code
Argo_Helm
DeMo_Argo_CD_with helm
azure-orphan-resources
Centralize orphan resources in Azure environments
llm_chatbot
Web application that allows you to interact with biomedical knowledge graphs and query biomedical questions.
deep-learning-project-template
Pytorch Lightning code guideline for conferences
CSV-chatbot
AI chatbot 🤖 for chat with CSV, PDF, TXT files 📄 and YTB videos 🎥 | using Langchain🦜 | OpenAI | Streamlit ⚡
Chainlit_Tutorials
Chainlit_Tutorials
Llama2-Medical-Chatbot
This is a medical bot built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Chainlit. The bot runs on a decent CPU machine with a minimum of 16GB of RAM.
Beyond-the-Basics-with-AzureML
Slides and demo code for my presentation entitled Beyond the Basics with Azure ML.
Web-Scraping
The notebook files contains the tutorials for web scraping