This is an official implementation for "Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction", https://arxiv.org/abs/2506.04542
☆14Aug 15, 2025Updated last year
Alternatives and similar repositories for neural-MJD
Users that are interested in neural-MJD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI'26] Code for paper "Meta Dynamic Graph for Traffic Flow Prediction".☆21Jan 15, 2026Updated 9 months ago
- ☆15Aug 21, 2023Updated 3 years ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- [NeurIPS 2025] RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility☆12Sep 3, 2026Updated 2 months ago
- The code for MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning☆18May 13, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS 2024] Official Implementation of "SDformer: Similarity-driven Discrete Transformer For Time Series Generation"☆17May 23, 2025Updated last year
- The offical repo of "Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives"☆49Aug 7, 2025Updated last year
- Superlet-MAE: Self-Supervised Masked Autoencoding for Sleep Staging Using Single-Channel EEG☆11Feb 26, 2026Updated 8 months ago
- ☆24Mar 23, 2026Updated 7 months ago
- Artifact code release for paper "Uniform-Cost Multi-Path Routing for Reconfigurable Data Center Networks"☆14Sep 5, 2024Updated 2 years ago
- [KDD 2026] Official implementation of "FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via…☆21Jun 1, 2026Updated 5 months ago
- Time Series Representations with Hard-Coded Invariances Accepted at ICML2025☆13May 26, 2025Updated last year
- Repository for the paper 'CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models'.☆12Jul 15, 2025Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆20Apr 25, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NeurIPS 2025] DBLoss: Decomposition-based Loss Function for Time Series Forecasting☆46Mar 12, 2026Updated 7 months ago
- HDTCNet: A Convolution-based Hybrid-Dimensional Temporal Network for Multivariate Time Series Classification☆13Nov 18, 2025Updated 11 months ago
- [IJCAI 2026] Official implementation of "EventTSF: Event-Aware Non-Stationary Time Series Forecasting"☆23Jul 20, 2026Updated 3 months ago
- [NeurIPS-25] How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation Learning☆32Mar 9, 2026Updated 7 months ago
- Convolutional Channel Modulator for Transformer and LSTM Networks in EEG-based Emotion Recognition☆13Jul 4, 2025Updated last year
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 3 years ago
- [ICLR 2025] PPT: Patch Order Do Matters In Time Series Pretext Task☆11Jun 29, 2025Updated last year
- PiX: Dynamic Channel Sampling for ConvNets (CVPR 2024)☆13Jun 14, 2024Updated 2 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆13Sep 6, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- Integrate language and vision for traffic accident identification, reasoning, and visual grounding☆19May 12, 2026Updated 5 months ago
- ☆10Dec 9, 2024Updated last year
- An implementation is provided here for the NeurIPS2024 paper "MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected…☆16Mar 24, 2026Updated 7 months ago
- Serial Empirical Mode Decomposition (EMD)☆11Apr 15, 2024Updated 2 years ago
- Code of Stationarity-Aware Retrieval-Augmented Time Series Forecasting (KDD'26)☆19Sep 23, 2026Updated last month
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆18Aug 22, 2025Updated last year
- Official implementation of AAAI-2024 paper "Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-agno…☆12Jul 1, 2024Updated 2 years ago
- Deep Generative Learning via Schrödinger Bridge☆26Nov 1, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 3 years ago
- The code for TFPS☆75Nov 8, 2024Updated last year
- SDGCN: Semantics-aware dynamic graph convolutional network for traffic flow forecasting☆11Apr 13, 2026Updated 6 months ago
- [ECCV 2026] Official code of "Revisiting Autoregressive Models for Generative Image Classification"☆14Sep 1, 2026Updated 2 months ago
- [AAAI 2026] Official code for the paper “CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Pred…☆27Jan 16, 2026Updated 9 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆45Sep 2, 2025Updated last year
- ☆14Oct 15, 2026Updated 2 weeks ago