12 Weeks, 24 Lessons, AI for All!

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code soluti…

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

Everything you need to know to build your own RAG application

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

A machine learning based website that recommends the best crop to grow, fertilizers to use, and the diseases caught by your crops.

Use Jupyter Notebook in mkdocs

A python wrapper to extract text from images on a mac system. Uses the vision framework from Apple.

Group Emotion Recognition using deep neural networks and Bayesian classifiers.

Exploring multimodal fusion-type transformer models for visual question answering (on DAQUAR dataset)

Consistent Hashing implementation in Python

Get vaccine availability in India

Tutorials for converting natural language to SQL (NL2SQL) to fetch required data.

Created a Sentiment Analyzer Model using Embedding Layer, 1D Convolutional Layer, LSTM layer, a dense layer with 'sigmoid' function and a dropout layer in between to reduce overfitting which by tra…

Pokemon Exploratory Data Analysis

Welcome to the "10 Monkey Classification using PyTorch and ResNet-18" project repository! This project aims to demonstrate the power of deep learning and computer vision techniques in classifying i…