David Sandberg (davidsandberg)

davidsandberg

Geek Repo

Location:Stockholm, Sweden

Github PK Tool:Github PK Tool

David Sandberg's starred repositories

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonLicense:Apache-2.0Stargazers:30592Issues:471Issues:17127

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Language:PythonLicense:NOASSERTIONStargazers:4283Issues:35Issues:165

spektral

Graph Neural Networks with Keras and Tensorflow 2.

Language:PythonLicense:MITStargazers:2335Issues:44Issues:271

mctx

Monte Carlo tree search in JAX

Language:PythonLicense:Apache-2.0Stargazers:1945Issues:30Issues:29

keras-core

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

Language:PythonLicense:Apache-2.0Stargazers:1265Issues:27Issues:171

science_rcn

Reference implementation of a two-level RCN model

Language:PythonLicense:MITStargazers:666Issues:52Issues:22

sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:594Issues:38Issues:132

WorldModelsExperiments

World Models Experiments

Language:Jupyter NotebookStargazers:582Issues:17Issues:29

curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Language:PythonLicense:MITStargazers:546Issues:11Issues:26
Language:SlashLicense:MITStargazers:405Issues:21Issues:30

massivemimobook

Book PDF and simulation code for the monograph "Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency" by Emil Björnson, Jakob Hoydis and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2017.

Language:MATLABStargazers:314Issues:0Issues:0

MuZero

A structured implementation of MuZero

variational-continual-learning

Implementation of the variational continual learning method

Language:PythonLicense:Apache-2.0Stargazers:182Issues:9Issues:5

weight_uncertainty

Implementing Bayes by Backprop

DVRL

Deep Variational Reinforcement Learning

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:129Issues:8Issues:5

yolo-python-rtsp

Object detection using deep learning with Yolo, OpenCV and Python via Real Time Streaming Protocol (RTSP)

Language:PythonLicense:MITStargazers:127Issues:5Issues:8

tensorflow-riemopt

A library for optimization on Riemannian manifolds

Language:PythonLicense:MITStargazers:102Issues:6Issues:4

LVAE

Code for "How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks"

SEIR-model-Stockholm

Skattning av peakdag och antal infekterade i covid-19-utbrottet i Stockholms län februari-april 2020.

Language:RLicense:GPL-2.0Stargazers:58Issues:22Issues:13

vmp-for-svae

Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)

schema-games

General Game Playing with Schema Networks

Language:PythonLicense:MITStargazers:41Issues:6Issues:1

radial_bnn

Code to accompany the paper Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning

Language:PythonLicense:MITStargazers:32Issues:2Issues:3

BIVA

BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling

Language:PythonLicense:MITStargazers:28Issues:4Issues:0

imagination-augmented-agents-tf

Imagination Augmented Agents TensorFlow

Language:PythonLicense:MITStargazers:26Issues:6Issues:1
Language:Jupyter NotebookStargazers:26Issues:5Issues:0

tensorflow-mnist-test

Me testing our tensorflow and mnist in java

Language:PythonLicense:Apache-2.0Stargazers:26Issues:1Issues:3

agz

AlphaGo Zero Reimplementation. MCTS Self Play library.

Language:PythonLicense:MITStargazers:25Issues:7Issues:0

LVAE

LVAE: Ladder Variational Auto-Encoders (NIPS 2016) with TensorFlow.

Language:PythonLicense:Apache-2.0Stargazers:16Issues:0Issues:0