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

Transparent and Efficient Financial Analysis

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Entropy Based Sampling and Parallel CoT Decoding

Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚

Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers

helper tools for the conda environment

The Art of Debugging

Machine Learning Engineering Open Book

Quick start scripts and tutorial notebooks to get started with TAO Toolkit

A pipeline to improve skills of large language models

A reading list on LLM based Synthetic Data Generation 🔥

Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization

Information Gatherer & Webapps Exploiter

All-in-One Toolkit for BruteForce Attacks

The Ultimate Information Gathering Toolkit

Deep Learning with fastai Cookbook, published by Packt

Curated lists of fastai resources: blog posts, twitter threads etc.

The fastai book, published as Jupyter Notebooks

TheAlgorithms/Python

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

🔥🕷️ Crawl4AI: Open-source LLM Friendly Web Crawler & Scrapper

🎨 Diagram as Code for prototyping cloud system architectures

Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz

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…

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

An AI-powered file management tool that ensures privacy by organizing local texts, images. Using Llama3.2 3B and Llava v1.6 models with the Nexa SDK, it intuitively scans, restructures, and organiz…