One Algorithm, Two Models, and a Prediction
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May 31, 2018 - Python
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predictive-learning
Here are 21 public repositories matching this topic...
Generative Predictive Networks — an experimental attempt to stabilize GANs' training.
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Apr 20, 2019 - Python
Full-stack predictive analytics platform for forecasting production delays and generating real-time operational alerts.
react express node typescript machine-learning-algorithms python3 data-analytics restful-api predictive-learning manufacturing-intelligence
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Aug 10, 2026 - TypeScript
Simple prolog application that uses predicate logic to diagnose diseases.
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Sep 16, 2022 - Prolog
PredRNN implementation using Tensorflow.
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May 25, 2023 - Python
Demo implementations of JEPA World Models to support research
ai representation-learning predictive-learning self-supervised-learning world-models temporal-reasoning sequence-modeling jepa latent-dynamics
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Nov 19, 2025 - Python
Demand forecasting and inventory optimization using Python, Jupyter, machine learning, and PuLP.
python machine-learning jupyter-notebook data-analysis predictive-analytics pulp demand-forecasting predictive-learning inventory-optimization
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Apr 1, 2026 - Jupyter Notebook
Graph SuperResolution Network using geometric deep learning.
data-generation brain-connectivity generative-models u-net deep-learning-architectures predictive-learning geometric-deep-learning network-neuroscience brain-graphs graph-superresolution gsr-net resolution-connectomes predictive-intelligence
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Jan 25, 2021 - Python
Predicting multigraph brain population from a single graph
deep-learning network-analysis connectomics brain-connectivity predictive-learning geometric-deep-learning network-neuroscience medical-dataset brain-networks graph-neural-networks gnn graph-augmentation generative-learning multigraph-generation brain-mapping
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Dec 10, 2022 - Python
A few-shot learning approach to forecasting the evolution of the brain connectome.
predictive-learning gnns few-shot-learning graph-neural-networks brain-connectome predictive-models brain-map
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Feb 8, 2022 - Python
Our group project for Govhack2023
community hackathon australia open-data govhack addiction wellbeing predictive-learning govhack2023 breezycodes eclecticsheepsociety aussiehackathon
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Aug 20, 2023 - JavaScript
Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs? (Python3 version)
machine-learning-algorithms cbt brain-connectivity superresolution predictive-learning network-neuroscience graph-superresolution connectional-brain-template generative-learning
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Sep 15, 2020 - Python
ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).
generative-adversarial-network gan data-generation multiplex graph-generation gender-classification connectome brain-connectivity brain-network graph-embedding predictive-learning geometric-deep-learning brain-networks predictive-intelligence morphological-brain-multiplexes brain-graph-translation predicting-brain-multiplexes
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Sep 20, 2020 - Python
Analysis code for the OpenScope Credit Assignment project.
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Sep 2, 2026 - Jupyter Notebook
Federated time-dependent graph evolution prediction with missing timepoints.
missing-data longitudinal-data graph-generation brain-connectivity brain-network predictive-learning federated-learning graph-neural-networks gnn graph-synthesis network-prediction
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Mar 23, 2023 - Python
Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)
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May 14, 2018 - Python
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.
machine-learning kaggle-competition dimensionality-reduction data-preprocessing regression-models brain-network predictive-learning brain-connectivity-evolution connectome-prediction
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Sep 12, 2022 - Python
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
generative-adversarial-network gan graph-generation brain-connectivity predictive-learning geometric-deep-learning multimodal-deep-learning multi-view-learning brain-graphs predictive-intelligence source-graph target-graph morphological-brain-networks
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Apr 2, 2023 - Python
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs
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Oct 9, 2019 - Python
Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
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Nov 4, 2023 - Python
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