A collection of various deep learning architectures, models, and tips

Code and data files for BU PHDS Data Visualization Workshop 2024

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Book about interpretable machine learning

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Lightweight, useful implementation of conformal prediction on real data.

Integrating histology and spatial transcriptomics - NeurIPS 2024

A curated list of Quarto talks, tools, examples & articles! Contributions welcome!

Template for reproducible research projects using a quarto project structure

Slides and examples for R/Medicine workshop "Demystifying LLMs with Ellmer"

Quarto-based template for designing websites of university courses.

A beautiful, simple, clean, and responsive Jekyll theme for academics

A modern, highly customizable, responsive Jekyll template for course websites.

Feature-rich and easy-to-use Jekyll website template for academic courses

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

12 Weeks, 24 Lessons, AI for All!

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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…

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…

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

21 Lessons, Get Started Building with Generative AI

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Teaching Material for a Machine Learning course with Keras and Tensorflow in R

Convex optimization for statistics and machine learning

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

For deep learning and pytorch education