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18.01sc-single-variable-calculus

Completed MIT OCW 18.01SC

astronvim_config

An example user configuration with a split up structure

ccm_madrl_mec

The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing

deep-learning-guide

An evolving guide to learning Deep Learning effectively.

energy-efficient-slicing

Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

gan-ddqn

Code for the paper: GAN-powered deep distributional reinforcement learning for resource management in network slicing

latency-equalization-e2e-ns-rl

Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning

latex-ocr

pix2tex: Using a ViT to convert images of equations into LaTeX code.

linear-algebra-with-python

Lecture Notes for Linear Algebra Featuring Python.

math

🧮 Path to a free self-taught education in Mathematics!

network-slicing

Code for the network slicing environment and a model-based RL agent with kernels

nvim_best_config

optimizing-resoruce-scaling-for-network-slicing-through-attention-based-forecasting

This project will build a deep learning-based forecasting model which leveraging an attention mechanism to forecast the future usage of Virtual network function instances' resources in network slices and then scale up and down the number of VNF instances based on the predicted usage

papers_code-deepslicing

Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

slice-aware-ntn

Slice Aware Non Terrestrial Networks

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"