Quantile Regression using Deep Learning. An alternative to Bayesian models to get uncertainty.
☆76Sep 4, 2017Updated 8 years ago
Alternatives and similar repositories for KerasQuantileModel
Users that are interested in KerasQuantileModel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tensorflow implementation of deep quantile regression☆75Sep 3, 2022Updated 3 years ago
- Quantile regression neural networks☆19Dec 2, 2023Updated 2 years ago
- Deep Learning for Quantile Regression under Right Censoring☆30Nov 16, 2021Updated 4 years ago
- ICML paper 'High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach'☆94Apr 9, 2020Updated 6 years ago
- QRNN (Quantile Regression Neural Network) Keras version☆25Dec 10, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Confidence and prediction intervals for feedforward NNs and RNNs☆27May 23, 2018Updated 8 years ago
- Solves and simulates the Hugget JECD (1993) Economy☆12Nov 29, 2021Updated 4 years ago
- This repository is a collection of codes generated for optimizing the echo state network for RUL prediction of airplane engines☆10Oct 11, 2021Updated 4 years ago
- Deep Continuous Quantile Regression and other experiments.☆13Feb 24, 2020Updated 6 years ago
- Conformalized Quantile Regression☆310Feb 2, 2026Updated 3 months ago
- A multi-task learning method for multi-energy load forecasting based on synthesis correlation analysis and load participation factor☆13Aug 18, 2023Updated 2 years ago
- Transformer-based autoregressive varitional autoencoder☆12Feb 10, 2020Updated 6 years ago
- Deep joint mean and quantile regression for spatio-temporal problems☆16Feb 25, 2020Updated 6 years ago
- Codes accompanying the paper "Offline Reinforcement Learning with Value-Based Episodic Memory" (ICLR 2022 https://arxiv.org/abs/2110.0979…☆15Mar 9, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"☆582Feb 26, 2022Updated 4 years ago
- Conditional calibration of conformal p-values for outlier detection.☆37Nov 15, 2022Updated 3 years ago
- NeurIPS paper 'Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis'☆11Oct 28, 2022Updated 3 years ago
- Data as Demonstrator (DaD) is a meta learning algorithm to improve the multi-step predictive capabilities of a learned time series (e.g. …☆35Aug 25, 2016Updated 9 years ago
- Causal and Experiment Analysis☆19Jun 24, 2022Updated 3 years ago
- Attempt to implement TimeNet (https://arxiv.org/abs/1706.08838) autoencoder for embedding time series☆20Feb 16, 2021Updated 5 years ago
- My personal tutorials to dive into Python in an hour or so☆10Jul 15, 2016Updated 9 years ago
- A general framework for univariate time series forecasting.☆10Apr 18, 2024Updated 2 years ago
- ☆16Jul 11, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PsychoPy code for experiment control, and Matlab analysis for the EEG data☆11Jan 13, 2014Updated 12 years ago
- Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks.☆27Feb 24, 2026Updated 3 months ago
- Geographically Weighted Artificial Neural Network☆29Dec 19, 2025Updated 5 months ago
- An end to end solution for automl.☆15Jun 20, 2023Updated 2 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆14Jul 2, 2024Updated last year
- Validation for forecasts☆17Mar 5, 2023Updated 3 years ago
- Our Load Forecasting using LSSVM tuned by IGWO. Paper coming soo.. welp, looks like no paper for this one guys.☆10Dec 29, 2023Updated 2 years ago
- The Adaptive Multi-Factor (AMF) asset pricing model with the Groupwise Interpretable Basis Selection (GIBS) algorithm.☆10Dec 12, 2021Updated 4 years ago
- A silly and weirdly useful experiment where I attempt to encode one bit of information with a VAE☆11Dec 31, 2016Updated 9 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Repository for in class material for Data Bootcamp☆14May 18, 2019Updated 7 years ago
- 爬取新浪财经网站中的个股新闻,例如(http://vip.stock.finance.sina.com.cn/corp/view/vCB_AllNewsStock.php?symbol=sz000001 )页面中的新闻信息。☆21Mar 12, 2018Updated 8 years ago
- Sparse regression of mixed-frequency VectorAutoregressions☆10May 11, 2022Updated 4 years ago
- Code for MC Dropout and Model Ensembling Uncertainty Estimate experiments☆73Feb 12, 2020Updated 6 years ago
- Data Science @ The Strategy Unit☆10May 22, 2026Updated last week
- The repository gives case studies on short-term traffic flow forecasting strategies within the scope of my master thesis.☆13Mar 2, 2023Updated 3 years ago
- Prediction Intervals with specific value prediction☆19Jan 28, 2021Updated 5 years ago