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  • šŸ‘‹ Hi, Iā€™m @faisal-hayat
  • šŸ‘€ Iā€™m interested in machine learnig, computer vision, smart grid, and meta-heuristic techniques
  • šŸŒ± Iā€™m currently working on meta-heuristic techniques and feature selection
  • šŸ’žļø Iā€™m you are looking for collaboration, email ne
  • šŸ“« How to reach me [email protected]

M.Faisal Hayat's Projects

scenarioreducer icon scenarioreducer

This library implements several approximate scenario reduction algorithms. Given a probability distribution with finite support, they aim to determine a probability measure with support of reduced and fixed cardinality by selecting the closest to the original one in terms of a selected statistical distance.

scengen icon scengen

Scenario generation methods for stochastic optimization (two-stage stochastic programming) in Java

scenred icon scenred

Scenario reduction algorithms for stochastic programming

sktime icon sktime

A unified framework for machine learning with time series

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

timegan icon timegan

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

torch-pruning icon torch-pruning

[CVPR-2023] Towards Any Structural Pruning; LLMs / Diffusion / YOLOv8 / CNNs / Transformers

up-detr icon up-detr

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

xgen-timeseries icon xgen-timeseries

A Comprehensive Archive and an eXplainable Time Series Generation Framework for Energy (NeurIPS 2023)

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