Algorithms in Rust

Implementing CS and ML algorithms in Rust.

A list to work through.

• Linear NN

• CNN

• RNN

• LSTM

• YOLO

• Transformer

• Variational Autoencoder VAE

• Encode-decode GAN

• Diffusion

• Actor-Critic

• DQN

• SARSA

• DDPG

• TRPO

• PPO

• binary search

• depth-first search

• breadth-first search

• A* search

• Mergesort

• Quicksort

• Insertion sort

• Heap sort

• Kruskal

• Djikstra

• Bellman-Ford

• Ford-Fulkerson

• minimax

• negamax

• alpha-beta pruning

• negascout

• MTD(f) Memory-enhanced Test Driver

• Monte Carlo Tree Search

• simulated annealing

• genetic algorithm

• backtracking

• branch and bound

• SVM Support Vector Machine

• CART

• Random Forest

• XGBoost

• Perceptron

• PCA

• k-Means

• Gaussian Mixture

• DBSCAN

• Hopfield

• Boltzmann

• RBM

• Helmholtz

• Autoencoder