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
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
- QRNN (Quantile Regression Neural Network) Keras version☆25Dec 10, 2020Updated 5 years ago
- Roll model for trading strategy to C++ or FPGA via Matlab tool☆10Sep 11, 2014Updated 11 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
- Solves and simulates the Hugget JECD (1993) Economy☆11Nov 29, 2021Updated 4 years ago
- Confidence and prediction intervals for feedforward NNs and RNNs☆27May 23, 2018Updated 7 years ago
- Conformalized Quantile Regression☆303Feb 2, 2026Updated last month
- Transformer-based autoregressive varitional autoencoder☆12Feb 10, 2020Updated 6 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。☆19Mar 12, 2018Updated 7 years ago
- ☆17Dec 18, 2018Updated 7 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
- Code for "Deep Convolutional Networks as shallow Gaussian Processes"☆16Jun 21, 2019Updated 6 years ago
- Causal and Experiment Analysis☆19Jun 24, 2022Updated 3 years ago
- kaggle competition: https://www.kaggle.com/c/web-traffic-time-series-forecasting☆16Sep 12, 2017Updated 8 years ago
- Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"☆581Feb 26, 2022Updated 4 years ago
- # Bayesian-Regression-to-Predict-Bitcoin-Price-Variations Predicting the price variations of bitcoin, a virtual cryptographic currency. T…☆22Mar 28, 2018Updated 7 years ago
- Machine Learning for Economic Modeling☆26Feb 25, 2020Updated 6 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆27Aug 29, 2020Updated 5 years ago
- Tutorial on Automated Machine Learning at KDD 2020☆55Sep 1, 2020Updated 5 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Jul 12, 2022Updated 3 years ago
- Official repo for our AAAI'21 paper, https://arxiv.org/abs/2007.12354☆27Jul 14, 2021Updated 4 years ago
- Stock price forecasting stuff with BERT☆33Sep 23, 2020Updated 5 years ago
- KurochkinAlexey / Hierarchical-Attention-Based-Recurrent-Highway-Networks-for-Time-Series-PredictionPytorch implementation of Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction https://arxiv.org/abs/1806.0…☆64Oct 26, 2019Updated 6 years ago
- Applied Econometrics 2021☆32Jul 15, 2021Updated 4 years ago
- Polars IO plugin to read SAS (sas7bdat), Stata (dta), and SPSS (sav) files☆22Updated this week
- TensorFlow v2 + Keras implementation of Elastic Weight Consolidation☆27May 4, 2021Updated 4 years ago
- Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"☆478Jul 6, 2023Updated 2 years ago
- Consulting Project with Manifold.co: Modeling System Resource Usage for Predictive Scheduling☆24Jul 8, 2018Updated 7 years ago
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆32Oct 19, 2023Updated 2 years ago
- Dual Staged Attention Model for Time Series prediction☆65Nov 12, 2017Updated 8 years ago
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆38May 23, 2024Updated last year
- 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
- The Adaptive Multi-Factor (AMF) asset pricing model with the Groupwise Interpretable Basis Selection (GIBS) algorithm.☆10Dec 12, 2021Updated 4 years ago
- ☆10Aug 5, 2021Updated 4 years ago
- ☆11Jun 21, 2021Updated 4 years ago
- A project to implement a time series momentum strategy and backtest it.☆33Dec 8, 2022Updated 3 years ago