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alamopy

Temporal fork of https://pypi.org/project/alamopy/ adapted for a demo in a lecture.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

applications

Applications of Simulation and Automation

attention-learn-to-route

Attention based model for learning to solve different routing problems

awesome-explainable-reinforcement-learning

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges

awesome-graph-explainability-papers

Papers about explainability of GNNs

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

awesome-rl-for-cybersecurity

A curated list of resources dedicated to reinforcement learning applied to cyber security.

cardiff-cage-2

clrs

control_neuralode

Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248

cyborg

Cyber Operations Research Gym

differentiable-programming

Code for the book "The Elements of Differentiable Programming".

documenter.jl

A documentation generator for Julia.

gdl_tutorial_turinginst

Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

gnn-reading-group

Public-facing repo for organising activities+ archiving material relating to the Graph Neural Network reading group.

gnn-reinforcement-learning

Representing robots as graphs for reinforcement-learning in PyBullet locomotion environments.

gnn-rl-model-compression

GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning

gnn_workshop_riiaa

Workshop for GNN at RIIAA

graph-fraud-detection-papers

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

graph-jsp-env

A gymnasium environment for the job shop problem using the disjunctive graph approach

imperial_latex_templates

Official LaTeX templates employing the Imperial College London brand.

introduction-to-julia_imperialcollege

jko-icnn

juliacon2022_catalyst_workshop

jumanji

🕹️ A diverse suite of scalable reinforcement learning environments in JAX

khipu-practicals-2023

mastering-github-copilot-for-paired-programming

A 6 Lesson course teaching everything you need to know about harnessing GitHub Copilot and an AI Paired Programing resource.

mlx-gcn

MLX implementation of GCN, with benchmark on MPS, CUDA and CPU (M1 Pro, M2 Ultra, M3 Max).