chenyangkang

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

Language:PythonMIT687 10 8

lets-do-irl

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

Language:PythonMIT672 15 8

lonboard

A Python library for fast, interactive geospatial vector data visualization in Jupyter.

Language:PythonMIT514 14 162

geocube

Tool to convert geopandas vector data into rasterized xarray data.

Language:PythonBSD-3-Clause330 10 53

irl-maxent

Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python

Language:Jupyter NotebookMIT208 5 5

ClimSim

An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.

Language:Jupyter NotebookApache-2.0131 5 41

nutpie

Python wrapper for nuts-rs

Language:Jupyter NotebookMIT96 18 48

mkdocs-charts-plugin

Mkdocs plugin to add vegalite charts to your pages

Language:PythonMIT76 4 19

geomag

Automatically exported from code.google.com/p/geomag

Language:Python44 6 10

fast_irl

Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.

Language:Jupyter Notebook44 4 1

GEES2Downloader

Downloader for GEE S2 bands

Language:PythonMIT38 5 4

Maximum-Entropy-Deep-IRL

Implementations of Maximum Entropy Algorithms for solving Inverse Reinforcement Learning problems.

Language:Jupyter Notebook20 30

Nighthawk

Nighthawk is a machine learning model for acoustic monitoring of nocturnal bird migration.

Language:PureBasicNOASSERTION19 7 9

MaxEnt_IRL_trajectory_interpolation

Example of the MaxEnt IRL trajectory interpolation method

Language:PythonMIT19 3 1

stemflow

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)

Language:PythonMIT14 3 19

BirdFlowR

BirdFlow R Package

Language:RMIT10 5 97

moveformer

MoveFormer: a Transformer-based model for step-selection animal movement modelling

Language:Jupyter NotebookMIT9 50

dynamic_irl

Code for "Dynamic Inverse Learning for Characterizing Animal Behavior"

Language:Python7 10

ecological-condition-latent-model

Latent variable timeseries model of ecological condition

Language:RMIT100