mburakg's repositories
vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
streamlit
Streamlit — The fastest way to build custom ML tools
Ax
Adaptive Experimentation Platform
ksync
Sync files between your local system and a kubernetes cluster.
ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
python
Official Python client library for kubernetes
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
kubernetes-hyperparam-exp
This repository contains code and config files that accompany the blog post:
ns3-gym
ns3-gym - The Playground for Reinforcement Learning in Networking Research
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
huskarl
Deep Reinforcement Learning Framework + Algorithms
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
spinningup
An educational resource to help anyone learn deep reinforcement learning.
agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
garage
A framework for reproducible reinforcement learning research
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
trfl
TensorFlow Reinforcement Learning
highway-env
An environment for behavioral planning tasks in autonomous driving
Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
tensorgym
The code for my OpenAI Gym & Tensorflow tutorial.
modular_rl
Implementation of TRPO and related algorithms