An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: predictive-learning

chengtan9907/OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Language: Python - Size: 2.47 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 894 - Forks: 144

colleenjg/OpenScope_CA_Analysis

Analysis code for the OpenScope Credit Assignment project.

Language: Jupyter Notebook - Size: 95.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 11 - Forks: 2

thuml/predrnn-pytorch

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

Language: Python - Size: 26.9 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 391 - Forks: 99

ujjax/pred-rnn

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

Language: Python - Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 122 - Forks: 39

basiralab/Kaggle-BrainNetPrediction-Toolbox

A Python toolbox for predicting brain network (graph) evolution over time from a single observation. The codes of the 20 competing Kaggle teams along with the competition datasets are made available.

Language: Python - Size: 4.92 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

thecryptogolddiggers/project

Cryptocurrency Analysis

Language: Jupyter Notebook - Size: 9.2 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

breezy-codes/Eclectic-Sheep-Society

Our group project for Govhack2023

Language: JavaScript - Size: 8.83 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

beekill95/predrnn_tf

PredRNN implementation using Tensorflow.

Language: Python - Size: 129 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

basiralab/MultiGraphGAN

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

Language: Python - Size: 21.8 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 4

basiralab/MultigraphGNet

Predicting multigraph brain population from a single graph

Language: Python - Size: 2.39 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

basiralab/ABMT

ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).

Language: Python - Size: 17.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

basiralab/4D-FED-GNN

Federated time-dependent graph evolution prediction with missing timepoints.

Language: Python - Size: 55.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

basiralab/GSR-Net

Graph SuperResolution Network using geometric deep learning.

Language: Python - Size: 16.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 0

hassan254-prog/disease_diagnostic

Simple prolog application that uses predicate logic to diagnose diseases.

Language: Prolog - Size: 1.95 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

basiralab/BGSR-PY

Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs? (Python3 version)

Language: Python - Size: 26.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

basiralab/FLAT-Net

A few-shot learning approach to forecasting the evolution of the brain connectome.

Language: Python - Size: 3.2 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

thuml/predrnn-pp Fork of Yunbo426/predrnn-pp

Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)

Language: Python - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 3

Nikolay-Lysenko/gpn

Generative Predictive Networks — an experimental attempt to stabilize GANs' training.

Language: Python - Size: 66.4 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

calebmackdavenport/MelbourneHousingPrediction

One Algorithm, Two Models, and a Prediction

Language: Python - Size: 1.7 MB - Last synced at: 5 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Related Keywords
predictive-learning 19 brain-connectivity 6 deep-learning 5 geometric-deep-learning 4 network-neuroscience 3 predictive-intelligence 3 brain-network 3 graph-neural-networks 3 graph-generation 3 graph-superresolution 2 data-generation 2 lstm 2 gnn 2 brain-graphs 2 video-prediction 2 gan 2 generative-adversarial-network 2 generative-learning 2 brain-networks 2 gender-classification 1 graph-embedding 1 connectome 1 brain-graph-translation 1 morphological-brain-multiplexes 1 multiplex 1 network-analysis 1 multigraph-generation 1 medical-dataset 1 graph-augmentation 1 connectomics 1 brain-mapping 1 machine-learning 1 prediction-algorithm 1 machinelearning-python 1 research-ideas 1 spatio-temporal-modeling 1 predictive-models 1 gnns 1 few-shot-learning 1 brain-map 1 brain-connectome 1 superresolution 1 machine-learning-algorithms 1 connectional-brain-template 1 cbt 1 swiprolog 1 prolog 1 u-net 1 resolution-connectomes 1 gsr-net 1 generative-models 1 deep-learning-architectures 1 network-prediction 1 missing-data 1 longitudinal-data 1 graph-synthesis 1 federated-learning 1 predicting-brain-multiplexes 1 kaggle-competition 1 dimensionality-reduction 1 data-preprocessing 1 connectome-prediction 1 brain-connectivity-evolution 1 spatio-temporal 1 nlp 1 nips-2017 1 recurrent-neural-networks 1 openscope 1 calcium-imaging-analysis 1 weather-forecast 1 transformer 1 self-supervised-learning 1 pytorch 1 mlp 1 computer-vision 1 benchmark 1 awesome-lists 1 awesome-list 1 attention-mechanism 1 artificial-intelligence 1 target-graph 1 source-graph 1 multimodal-deep-learning 1 multi-view-learning 1 morphological-brain-networks 1 tensorflow 1 spatial-temporal 1 rnn-tensorflow 1 rnn 1 predrnn 1 wellbeing 1 open-data 1 hackathon 1 govhack2023 1 govhack 1 eclecticsheepsociety 1 community 1 breezycodes 1 australia 1 aussiehackathon 1