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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

deeplearning-mindmap

A mindmap summarising Deep Learning concepts.

dist_mask_rcnn_on_spark_with_elephas

Dist Mask R-CNN for object detection and instance segmentation with Keras & TensorFlow and elephas on Spark

exploring-segy

facies_net

Software for detection of given facies

fast-crs

Fast estimation of CRS parameters using structure tensors

faultseg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

fcnvmb-deep-learning-based-seismic-velocity-model-building

Deep-learning inversion: A next-generation seismic velocity model building method

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ipf

Seismic image processing for geologic faults

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

malenov

Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks

mathgeo2018

MathGeo: A toolbox for seismic data processing

mayavi_render

mendopy

Suite of functions and related codes for working with the Mendocino Triple Junction Seismic Experiment (MTSJE) SEGY files downloaded from the IRIS Data Management Center

mscg-net

Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation

mtbook

《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

notesonbigdataanddeeplearning

ogr_for_segy_reading

A python jupyter-notebook example for SEG-Y file reading

openvds-threejs

osv

Automatic fault interpretation with optimal surface voting

ovds-utils

OVDS-Utils is a python library implementing classes and wrapers with easier to comprehend interfaces to openvds.

pltpysegy

Plotting scripts for segy data

pythondata

scipy2014-3d_seismic

Data and ipython notebook for my talk at Scipy2014.

segy-mapper