Awesome Open Source
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The Top 20 Geoscience Open Source Projects
Categories
>
Science
>
Geoscience
Awesome Open Geoscience
⭐
654
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
Gempy
⭐
391
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.
Pygmt
⭐
325
A Python interface for the Generic Mapping Tools.
Geospatial Machine Learning
⭐
283
A curated list of resources focused on Machine Learning in Geospatial Data Science.
Simpeg
⭐
276
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Verde
⭐
256
Processing and interpolating spatial data with a twist of machine learning
Thredds
⭐
249
THREDDS Data Server v4.6
Mintpy
⭐
193
Miami InSAR time-series software in Python
Fatiando
⭐
179
Python toolkit for modeling and inversion in geophysics. DEPRECATED in favor of our newer libraries (see www.fatiando.org)
2016 Ml Contest
⭐
130
Machine learning contest - October 2016 TLE
Aspect
⭐
120
A parallel, extensible finite element code to simulate convection in both 2D and 3D models.
Georinex
⭐
119
Python RINEX 2 / 3 NAV / OBS / sp3 reader & batch convert to HDF5 with C-like speed
Petropy
⭐
113
A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files and creates a pandas dataframe of the log data. Includes a basic petrophysical workflow and a simple log viewer based on XML templates.
Pyrate
⭐
110
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
Notebooks
⭐
88
IPython Notebooks
Harmonica
⭐
75
Forward modeling, inversion, and processing gravity and magnetic data
Digital Elevation Model
⭐
64
To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。
Lowtran
⭐
56
LOWTRAN atmospheric absorption extinction, scatter and irradiance model--in Python and Matlab
Pyoptflow
⭐
49
Optical Flow estimation in pure Python
Python Aos Lesson
⭐
48
Python for Atmosphere and Ocean Scientists
1-20 of 20 projects
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📦 78
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📦 73
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📦 113
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📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
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📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
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📦 136
User Interface
📦 330
User Interface Components
📦 514
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📦 30
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📦 71
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📦 42
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📦 26
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📦 210
