This repo contains only raw python implementation of AI algorithms that I tested over the course of my specialization. Some of them may conatain initialization or example problems that could be executed.
What I cannot create, I do not understand. -Richard Feynman
- Algorithms: PerlinNoise.py
- Continual Learning: LWF.py
- Continual Learning: MAS.py
- Continual Learning: EWC.py
- Deep Learning: SelfAttention.py
- Deep Learning: Unet.py
- Language Models: Bigram.py
- Language Models: GPT.py
- Optimization Heuristics: Genetic Algorithm
- Optimization Heuristics: KOpt
- Optimization Heuristics: Simulated Annealing