predictive-learning

There are 1 repository under predictive-learning topic.

chengtan9907 / OpenSTL
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
benchmark deep-learning predictive-learning pytorch self-supervised-learning video-prediction weather-forecast awesome-list artificial-intelligence attention-mechanism computer-vision mlp transformer awesome-lists
Language:Python 647
thuml / predrnn-pytorch
Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
video-prediction predictive-learning recurrent-neural-networks
Language:Python 420
ujjax / pred-rnn
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs
predictive-learning spatio-temporal lstm nlp deep-learning nips-2017
Language:Python 123
basiralab / MultiGraphGAN
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
brain-graphs graph-generation source-graph target-graph gan generative-adversarial-network geometric-deep-learning brain-connectivity morphological-brain-networks multimodal-deep-learning predictive-learning predictive-intelligence multi-view-learning
Language:Python 22
basiralab / GSR-Net
Graph SuperResolution Network using geometric deep learning.
gsr-net resolution-connectomes graph-superresolution brain-graphs geometric-deep-learning u-net network-neuroscience predictive-intelligence predictive-learning generative-models data-generation brain-connectivity deep-learning-architectures
Language:Python 16
colleenjg / OpenScope_CA_Analysis
Analysis code for the OpenScope Credit Assignment project.
predictive-learning calcium-imaging-analysis openscope
Language:Jupyter Notebook 11
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.
kaggle-competition brain-connectivity-evolution machine-learning predictive-learning connectome-prediction brain-network dimensionality-reduction regression-models data-preprocessing
Language:Python 8
basiralab / MultigraphGNet
Predicting multigraph brain population from a single graph
graph-augmentation brain-connectivity connectomics deep-learning geometric-deep-learning gnn graph-neural-networks medical-dataset multigraph-generation network-neuroscience predictive-learning brain-networks generative-learning brain-mapping network-analysis
Language:Python 8
basiralab / ABMT
ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).
morphological-brain-multiplexes brain-graph-translation predicting-brain-multiplexes brain-network geometric-deep-learning graph-generation graph-embedding multiplex data-generation predictive-learning predictive-intelligence gender-classification brain-connectivity brain-networks connectome gan generative-adversarial-network
Language:Python 7
thuml / predrnn-pp
Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)
deep-learning spatio-temporal-modeling predictive-learning
Language:Python 7
basiralab / 4D-FED-GNN
Federated time-dependent graph evolution prediction with missing timepoints.
brain-connectivity brain-network federated-learning gnn graph-neural-networks longitudinal-data missing-data network-prediction graph-generation graph-synthesis predictive-learning
Language:Python 4
basiralab / BGSR-PY
Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs? (Python3 version)
machine-learning-algorithms graph-superresolution superresolution brain-connectivity network-neuroscience connectional-brain-template cbt predictive-learning generative-learning
Language:Python 4
breezy-codes / Eclectic-Sheep-Society
Our group project for Govhack2023
govhack hackathon breezycodes govhack2023 australia aussiehackathon eclecticsheepsociety addiction community open-data predictive-learning wellbeing
Language:JavaScript 3
basiralab / FLAT-Net
A few-shot learning approach to forecasting the evolution of the brain connectome.
few-shot-learning predictive-learning predictive-models graph-neural-networks gnns brain-connectome brain-map
Language:Python 1
beekill95 / predrnn_tf
PredRNN implementation using Tensorflow.
deep-learning lstm predictive-learning rnn rnn-tensorflow spatial-temporal tensorflow predrnn
Language:Python 1
calebmackdavenport / MelbourneHousingPrediction
One Algorithm, Two Models, and a Prediction
machinelearning-python predictive-learning prediction-algorithm
Language:Python
hassan254-prog / disease_diagnostic
Simple prolog application that uses predicate logic to diagnose diseases.
predictive-learning prolog swiprolog
Language:Prolog
Nikolay-Lysenko / gpn
Generative Predictive Networks — an experimental attempt to stabilize GANs' training.
research-ideas predictive-learning
Language:Python