Topic: "neural-processes"
mikeroyal/Neuromorphic-Computing-Guide
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
Language: Python - Size: 926 KB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 456 - Forks: 63

EmilienDupont/neural-processes
Pytorch implementation of Neural Processes for functions and images :fireworks:
Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 229 - Forks: 48

YannDubs/Neural-Process-Family
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
Language: Jupyter Notebook - Size: 2.36 GB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 219 - Forks: 51

ogroth/tf-gqn
Tensorflow implementation of Neural Scene Representation and Rendering
Language: Python - Size: 7.22 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 188 - Forks: 36

wassname/attentive-neural-processes
implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
Language: Jupyter Notebook - Size: 87 MB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 94 - Forks: 23

geniki/neural-processes
PyTorch implementation of Neural Processes
Language: Python - Size: 200 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 88 - Forks: 16

wesselb/neuralprocesses
A framework for composing Neural Processes in Python
Language: Python - Size: 8 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 85 - Forks: 18

wesselb/NeuralProcesses.jl
A framework for composing Neural Processes in Julia
Language: Julia - Size: 5.15 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 76 - Forks: 5

jenspetersen/gqn-pytorch
Implementation of GQN in PyTorch
Language: Python - Size: 136 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 64 - Forks: 8

soobinseo/Attentive-Neural-Process
A Pytorch Implementation of Attentive Neural Process
Language: Jupyter Notebook - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 61 - Forks: 10

RManLuo/NP-FKGC
Official code implementation for SIGIR 23 paper Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion
Language: Python - Size: 44.9 KB - Last synced at: 2 days ago - Pushed at: 9 months ago - Stars: 41 - Forks: 6

IIEdm/TaNP
[WWW 2021]Task-adaptive Neural Process for User Cold-Start Recommendation
Language: Python - Size: 1.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 29 - Forks: 5

MIC-DKFZ/image-time-series
Code for deep learning-based glioma/tumor growth models
Language: Python - Size: 494 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 26 - Forks: 6

ramsey-devs/ramsey
Probabilistic deep learning using JAX
Language: Python - Size: 3.38 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 14 - Forks: 3

d3sm0/ntsa
Neural Time Series Analysis
Language: Jupyter Notebook - Size: 8.24 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 4

acerbilab/amortized-conditioning-engine
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)
Language: Jupyter Notebook - Size: 285 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 13 - Forks: 1

AdityaLab/EpiFNP
Official repo to paper
Language: Python - Size: 931 KB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 5

Jiacheng-Zhu-AIML/Neural-Processes
This repository contains PyTorch implementations of Neural Process, Attentive Neural Process, and Recurrent Attentive Neural Process.
Language: Python - Size: 6.44 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 4

KKallidromitis/Contrastive-Neural-Processes
Implementation of Contrastive Neural Processes in PyTorch
Language: Python - Size: 850 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

MIC-DKFZ/gpconvcnp
Code for "GP-ConvCNP: Better Generalization for Convolutional Conditional Neural Processes on Time Series Data"
Language: Python - Size: 36.1 MB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 6

GitGyun/multi_task_neural_processes
[ICLR'22] Multi-Task Neural Processes
Language: Python - Size: 39.1 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2

yuneg11/Neural-Process-Family
Neural Process implementations in JAX and PyTorch
Language: Jupyter Notebook - Size: 1.51 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

3springs/np_vs_kriging
Quick experiment to see how neural processes do vs kriging, at gridding soil samples
Language: Jupyter Notebook - Size: 2.08 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

kristpapadopoulos/neural-processes
Keras, Tensorflow eager execution implementation of Neural Processes
Language: Python - Size: 169 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 1

wesselb/phd-thesis-convcnps
LaTeX source for my PhD thesis Convolutional Conditional Neural Processes
Language: TeX - Size: 49.2 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

JEM-Mosig/blog-garnelo_neural_2018
This is a reproduction of Garnelo et al., Neural Processes. arXiv:1807.01622 [cs, stat] (2018).
Language: Python - Size: 752 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

rodrigobdz/neural-processes
Implementation of DeepMind's Neural Processes paper
Language: Jupyter Notebook - Size: 2.82 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

acerbilab/relational-neural-processes
Practical Equivariances via Relational Conditional Neural Processes (Huang et al., NeurIPS 2023)
Language: Python - Size: 6.73 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

tonywu71/neural-processes
Replication of the "Conditional Neural Processes" (2018) and "Neural Processes" (2018) papers by Garnelo et al.
Language: Python - Size: 16.9 MB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

csiro-funml/renyineuralprocesses
Official implementation of Renyi Neural Processes (ICML 2025)
Language: Python - Size: 0 Bytes - Last synced at: about 22 hours ago - Pushed at: about 23 hours ago - Stars: 0 - Forks: 0

kasia-kobalczyk/informed-meta-learning
Code to reproduce the results presented in the Informed Meta-Learning paper
Language: Jupyter Notebook - Size: 5.05 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

DubiousCactus/metabatch
Batch-aware online task creation for meta-learning.
Language: Python - Size: 27.3 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jleechung/neural-processes
PyTorch implementation of latent neural processes.
Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

peiman-m/ACQNP
Adaptive Conditional Quantile Neural Processes - PyTorch
Language: Jupyter Notebook - Size: 3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dbsxodud-11/np_for_tsc
Official code for "An Offline Meta Black-box Optimization Framework for Large-scale Traffic Signal Control"
Language: Python - Size: 133 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dbsxodud-11/np_variants
Implementation of Neural Process(NP) and its Varaints
Language: Python - Size: 3.57 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ZGurney/iib-project
Engineering masters research project on multi-output neural processes
Language: Python - Size: 4.43 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Javihaus/ConditionalNeuralProcess
Conditional Neural Process
Language: Jupyter Notebook - Size: 4.16 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

kostyaev/dl_notebooks
Implementations of deep learning algorithms
Language: Jupyter Notebook - Size: 43.9 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
