Amine's starred repositories
neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
conformal-prediction
Lightweight, useful implementation of conformal prediction on real data.
Make-A-Scene
Pytorch implementation of Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors
tabular-dl-tabr
The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
nbsynthetic
nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets
TchelloSimis
Config files for my GitHub profile.
deep-tcn-tensorflow
TensorFlow implementation of DeepTCN model for probabilistic time series forecasting with temporal convolutional networks.
tcan-tensorflow
TensorFlow implementation of TCAN model for multivariate time series forecasting with sparse attention mechanisms.
Py-BoostLSS
An extension of Py-Boost to probabilistic modelling
rayshader_kazakhstan_population
Creating Kazakhstan population density 3d map using #rayshader #rstats library
AdaptStdEPF
Code and experiments related to the paper: 'An adaptive standardisation model for Day-Ahead electricity price forecasting'