AmandaKM

AmandaKM's Stars

• rust-lang/rustlings

  :crab: Small exercises to get you used to reading and writing Rust code!

  Language:Rust52.7k32265510k

• google/dopamine

  Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

  Language:Jupyter Notebook10.4k4251671.4k

• NVIDIA/vid2vid

  Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

  Language:Python8.6k2461671.2k

• hill-a/stable-baselines

  A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

  Language:Python4.1k62946724

• Blizzard/s2client-proto

  StarCraft II Client - protocol definitions used to communicate with StarCraft II.

  Language:Python3.8k196124430

• xbpeng/DeepMimic

  Motion imitation with deep reinforcement learning.

  Language:C++2.3k110184485

• rmcelreath/statrethinking_winter2019

  Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

  2k17336392

• paul-buerkner/brms

  brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

  Language:R1.3k471.5k183

• chris-chris/pysc2-examples

  StarCraft II - pysc2 Deep Reinforcement Learning Examples

  Language:Python7553731356

• deepmind/hanabi-learning-environment

  hanabi_learning_environment is a research platform for Hanabi experiments.

  Language:Python6213329139

• BYU-PCCL/holodeck

  High Fidelity Simulator for Reinforcement Learning and Robotics Research.

  Language:Python5732024442

• inoryy/reaver

  Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

  Language:Python554333989

• katerakelly/oyster

  Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

  Language:Python4712231124

• skjb/pysc2-tutorial

  Tutorials for building a PySC2 bot

  Language:Python287202186

• xiaowei-hu/pysc2-agents

  This is a simple implementation of DeepMind's PySC2 RL agents.

  Language:Python271151177

• llSourcell/A-Guide-to-DeepMinds-StarCraft-AI-Environment

  This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube

  Language:Python21118782

• matloff/polyreg

  Language:R180211926

• AI-ON/Few-Shot-Music-Generation

  Language:Python161401132

• simonmeister/pysc2-rl-agents

  StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)

  Language:Python13314739

• SoyGema/Startcraft_pysc2_minigames

  Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

  Language:Python13117414

• IBM/starcraft2-replay-analysis

  A jupyter notebook that provides analysis for StarCraft 2 replays

  Language:Jupyter Notebook96241138

• pekaalto/sc2aibot

  Implementing reinforcement-learning algorithms for pysc2 -environment

  Language:Python899414

• sunblaze-ucb/rl-generalization

  Modifiable OpenAI Gym environments for studying generalization in RL

  Language:Python8512914

• kngwyu/rogue-gym

  [WIP] Highly customizable rogue-like game for AI expmeriments

  Language:Rust81639

• rmcelreath/cmdstan_map_rect_tutorial

  Beginner tutorial for using cmdstan with multithreading

  Language:R615210

• WuTheFWasThat/hanabi.rs

  State of the art Hanabi bots + simulation framework in rust

  Language:Rust434311

• brunaw/phd_resources

  Personal resources for my PhD, focusing on Bayesian inference and different programming languages

  30801

• SoyGema/Starcraft_2_Data_Analysis

  Data analysis of Starcraft II replays . Visualization and classification models

  Language:Jupyter Notebook29806

• bloominstituteoftechnology/Rainbow

  iOS 101 - Day 1 Project

  1661

• angela-li/r-learning-group

  Repository to document topics we cover at the R Learning Group at Chi Hack Night

  Language:R7401