The purpose of this repo is to implement & analyze various deep learning and hybrid approaches to time-series classification and regression problems, as well as compare performance to more traditional statistical methods.
☆39Mar 1, 2019Updated 7 years ago
Alternatives and similar repositories for Time-Series
Users that are interested in Time-Series are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Practical Deep Learning resources for Time series analysis and forecasting☆84Sep 9, 2021Updated 4 years ago
- Using fastai and CNNs to predict stock prices☆25Jun 29, 2019Updated 7 years ago
- Time Series package for fastai v2☆96Apr 12, 2023Updated 3 years ago
- Applying deep learning for very early recognition of pluripotent stem cell differentiation☆11Mar 15, 2019Updated 7 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆31Oct 7, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Practical Deep Learning for Time Series / Sequential Data using fastai2/ Pytorch☆12Nov 12, 2020Updated 5 years ago
- A python package for flow network analysis☆30Aug 13, 2025Updated 11 months ago
- Hierarchical Hidden Markov Model☆12Dec 11, 2022Updated 3 years ago
- A way to use N-Beats in fastai for sequence data☆58Apr 11, 2023Updated 3 years ago
- Some experiments with object detection in PyTorch☆138Sep 2, 2020Updated 5 years ago
- My experiments and progress within various fastai applications☆55Dec 20, 2019Updated 6 years ago
- A PyTorch ensemble neural network model used for time series analysis.☆59Mar 5, 2019Updated 7 years ago
- Fastai implementation of @karpathy's miniGPT library☆16Aug 24, 2020Updated 5 years ago
- Fastai + PyTorch DDP in Jupyter Notebook☆27Sep 29, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆24Oct 20, 2018Updated 7 years ago
- https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection/☆19Oct 20, 2019Updated 6 years ago
- Vision Algorithms for Mobile Robotics☆11Sep 16, 2022Updated 3 years ago
- This is the implementation of the Recursive Nearest (Neighbor) Agglomeration☆11Oct 9, 2020Updated 5 years ago
- Predicting neuro-development scores using deep convolutional neural networks on brain network graphs☆14Dec 12, 2017Updated 8 years ago
- Prostate gland segmentation with deep Convolutional Neural Networks☆10May 29, 2017Updated 9 years ago
- Preparing for the Data Science Interview Workshop resource.☆21Jun 15, 2021Updated 5 years ago
- Screening Meter Data Dissertation by Clayton Miller☆11Jun 7, 2017Updated 9 years ago
- Deep Learning for EHR papers☆34Aug 25, 2019Updated 6 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.
- Administrative Boundaries of Iran☆12Jun 10, 2016Updated 10 years ago
- Analysis code for Schmaelzle, O'Donnell et al. (2017) PNAS☆10May 7, 2017Updated 9 years ago
- WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series☆72Aug 19, 2020Updated 5 years ago
- Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs☆116Nov 16, 2019Updated 6 years ago
- A set of notebooks to introduce neuroscientists to concepts in machine learning.☆15Aug 30, 2017Updated 8 years ago
- A paper list for Time series modelling, including prediciton and anomaly detection☆95Mar 13, 2020Updated 6 years ago
- Notes for Methods for fMRI (PSY 394U), Fall 2019☆11Jan 12, 2020Updated 6 years ago
- Graph matching of brain connectivity networks based on graph edit distance☆13May 25, 2017Updated 9 years ago
- time-varying connectivity benchmarker (simulation tool for neuroimaging/fmri)☆12Jan 5, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Oct 15, 2020Updated 5 years ago
- Holds the code use in the "Which fMRI clustering gives good brain parcellations?" frontiers 2014 paper.☆11Oct 2, 2014Updated 11 years ago
- Pure CSS Masonry Responsive Layout☆16Dec 11, 2025Updated 7 months ago
- My note-books for Kaggle Competition☆18Feb 7, 2018Updated 8 years ago
- Project to download neuroimaging data (fMRI, sMRI, and DTI), run the MRI data through NiPype, build regressors on these MRI data to predi…☆10Sep 20, 2017Updated 8 years ago
- A page of information and resources on functional MRI. Suggestions welcome!☆10Sep 20, 2022Updated 3 years ago
- Demo configuration files and strategy code for QuantRocket☆13May 22, 2020Updated 6 years ago