sunyingjian / numpy-
开源的测井数据集 Open source well logging data set 适用于机器学习分析地下储层岩性识别与分类
☆76Updated 3 years ago
Alternatives and similar repositories for numpy-
Users that are interested in numpy- are comparing it to the libraries listed below
Sorting:
- 人工智能在石油测井上的应用包括采用机器学习，深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine le…☆144Updated 3 years ago
- Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences☆11Updated 10 months ago
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆13Updated last year
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆10Updated 2 years ago
- ☆38Updated 4 years ago
- ☆23Updated 3 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆35Updated 4 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆71Updated 2 years ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆12Updated 2 months ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆46Updated 3 years ago
- A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling☆18Updated 4 years ago
- ☆40Updated 4 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆29Updated 4 months ago
- FaultSeg3D的pytorch版本☆14Updated last year
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 4 years ago
- ☆15Updated 2 years ago
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆48Updated 10 months ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- Basic oil and gas well logs visualization and interpretation☆13Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆80Updated 5 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Framework for computing seismic attributes with Python.☆47Updated last year
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆23Updated 3 years ago
- Automatic fault interpretation with optimal surface voting☆58Updated 5 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆245Updated 3 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 3 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆10Updated 4 years ago
- Pore pressure prediction using seismic velocity and well log data☆93Updated 4 years ago
- Seismic data processing with ML and deep learning☆62Updated 5 years ago