Collection of examples for the different LabOne APIs that Zurich Instruments provide

Generic high-level interfaces for Zurich Instruments devices

Public repository for LabOne Q

[HCLT 2022] Korean sentence text similarity dataset using naver shopping review

Finite Difference Method solver for Gross-Pitaevskii equation.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX

deeplearning-espresso (Bayesian Statistics for Deep Learning)

Hands-on Deep Reinforcement Learning, published by Packt

A framework for easy prototyping of distributed reinforcement learning algorithms

Structural implementation of RL key algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

Rainbow: Combining Improvements in Deep Reinforcement Learning

Code for visualizing the loss landscape of neural nets

The fastai book, published as Jupyter Notebooks

A course in reinforcement learning in the wild

Custom Jupyter Notebook Themes

Solutions of Reinforcement Learning, An Introduction

VS Code in the browser

Repo for the Deep Reinforcement Learning Nanodegree program

Rich is a Python library for rich text and beautiful formatting in the terminal.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.