macwiatrak
PhD student @ Cambridge Centre for AI in Medicine (CCAIM). I do 💻 🧬 💊 and love ⛰️.
University of CambridgeCambridge
Pinned Repositories
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
awesome-dna-sequence-ml
List of papers for DNA sequence analysis using Machine Learning (ML) methods.
deepmind_MAS_enviroment
some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》
GeneBac
GeneBac: a modular framework for predicting antibiotic resistance from DNA sequence.
Learn-RL
Learn Reinforcement Learning - A short repo of resources for studying reinforcement learning
opponent-aware-MARL-papers
Paper Collection of Multi-Agent Reinforcement Learning (MARL) Opponent-Aware algorithms
scBasset-pytorch
An implementation of scBasset model in PyTorch.
scverse-hackathon-data-4-ai
SSDs-multiagent-RL
A repository of sequential social dilemma environments for testing of Multi-Agent Reinforcement Learning algorithms
macwiatrak's Repositories
macwiatrak/GeneBac
GeneBac: a modular framework for predicting antibiotic resistance from DNA sequence.
macwiatrak/Learn-RL
Learn Reinforcement Learning - A short repo of resources for studying reinforcement learning
macwiatrak/opponent-aware-MARL-papers
Paper Collection of Multi-Agent Reinforcement Learning (MARL) Opponent-Aware algorithms
macwiatrak/deepmind_MAS_enviroment
some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》
macwiatrak/scBasset-pytorch
An implementation of scBasset model in PyTorch.
macwiatrak/scverse-hackathon-data-4-ai
macwiatrak/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
macwiatrak/awesome-dna-sequence-ml
List of papers for DNA sequence analysis using Machine Learning (ML) methods.
macwiatrak/cpr-dqn
Training DQN on common-pool resources game
macwiatrak/CPR_game_RL
Common-pool resource for testing RL algorithms.
macwiatrak/SSDs-multiagent-RL
A repository of sequential social dilemma environments for testing of Multi-Agent Reinforcement Learning algorithms
macwiatrak/deep-learning-with-python
Implementation of the code in the book "Deep Learning with Python" by Francois Chollet
macwiatrak/Deep-Reinforcement-learning-for-Gathering-game
macwiatrak/end2end_neural_el
macwiatrak/GANs
A repo of my own implementations of GANs
macwiatrak/Image-compression
macwiatrak/instance-wise-masker
A repository for instance wise masking model.
macwiatrak/INVASE
Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR
macwiatrak/laser-tracker
An app for laser point tracking with OpenCV
macwiatrak/macwiatrak.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
macwiatrak/MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
macwiatrak/minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
macwiatrak/MyBikeSafetyNet
Know where NOT to park your bike!
macwiatrak/oxforhack-bike-theft-app
Project for OxfordHack 2018
macwiatrak/pymarl
Beta code release for Python Multi-Agent Reinforcement Learning framework
macwiatrak/PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
macwiatrak/QM2_Data-Visualization
macwiatrak/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
macwiatrak/Reinforcement-Learning-Library
Library on various reinforcement learning algorithms.
macwiatrak/RL-algorithms
A short collection of Reinforcement Learning algorithms in pytorch