predictive-learning 开源项目推荐（22 个）

chengtan9907 /OpenSTL

OpenSTL：时空预测学习的综合基准

thuml /predrnn-pytorch

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

ujjax /pred-rnn

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

basiralab /MultiGraphGAN

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

basiralab /GSR-Net

Graph SuperResolution Network using geometric deep learning.

colleenjg /OpenScope_CA_Analysis

Analysis code for the OpenScope Credit Assignment project.

basiralab /MultigraphGNet

Predicting multigraph brain population from a single graph

thuml /predrnn-pp

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

basiralab /ABMT

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

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.

basiralab /4D-FED-GNN

Federated time-dependent graph evolution prediction with missing timepoints.

basiralab /BGSR-PY

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

breezy-codes /Eclectic-Sheep-Society

Our group project for Govhack2023

beekill95 /predrnn_tf

PredRNN implementation using Tensorflow.

basiralab /FLAT-Net

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

ahmad-ajmal /jepas

Demo implementations of JEPA World Models to support research

Anuj7411 /predictive-analysis

Demand forecasting and inventory optimization using Python, Jupyter, machine learning, and PuLP.

Nikolay-Lysenko /gpn

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

calebmackdavenport /MelbourneHousingPrediction

One Algorithm, Two Models, and a Prediction

Raj140503 /Predictive-Production-Delay-Alert-System

Full-stack predictive analytics platform for forecasting production delays and generating real-time operational alerts.