M.Faisal Hayat's Projects
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
OCR toolbox from Davar-Lab
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Complete Guide of Torch
cousera: discrete optimization, Cplex, Python, heuristic algorithm, mixed integer programming
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
Distributed Optimal and Predictive Energy Resources
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant.
Optimize battery storage using mixed integer linear programming
http://www.facegood.cc
Config files for my GitHub profile.
Flax is a neural network library for JAX that is designed for flexibility.
The official repos for ‘’GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering‘’, (CVPR 2023).
Implementation of generative models to compute scenario of renewable generation and consumption.
IEEE TNNLS | GeSeNet: A General Semantic-guided Network with Couple Mask Ensemble for Medical Image Fusion
A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
Keras implementations of Generative Adversarial Networks.
The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge
Image segmentation task with KiTS19 challenge data using U-net
A Project to learn GAMS
LeNet Implementation
Hands-on course about linear programming and mathematical optimization.