Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
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Updated
Oct 27, 2024 - Jupyter Notebook
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Notebooks for the Practicals at the Deep Learning Indaba 2022.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本,日志记录与可视化AI训练全流程。
Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax to accelerate computation.
The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro
Repository of notes, code and notebooks in Python for the book "Reinforcement Learning: An Introduction" by Richard S. Sutton and Andrew G. Barto
GSoC'22 @ TensorFlow Notebooks, Code and much more
Physics Informed Neural Networks (PINNs) + SPINNs + HyperPINNs with JAX 📓 Check out our various notebooks to get started
Collection of marimo tutorials which encompass notebook/app examples in varying domains - CS/AI/ML
This repository provides a selection of very basic and minimal notebooks for various NLP tasks in written in Jax.
Jupyter notebooks about Programming, Statistics and Math
A collection of Python notebooks showing various ML techniques.
Miscellaneous Jupyter notebooks.
Notebook and scripts of Prediction, Learning, and Games by Nicolò Cesa-Bianchi
TPU Container Integration for Jupyter Notebook & TensorFlow
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