glenngara / tutorials
This repository contains Machine Learning tutorials using Jupyter notebooks.
☆10Updated 4 years ago
Alternatives and similar repositories for tutorials:
Users that are interested in tutorials are comparing it to the libraries listed below
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆15Updated 4 years ago
- Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling☆23Updated 5 years ago
- keras-regression-cnns☆11Updated 5 years ago
- Deep learning model implementation from scratch using pytorch☆17Updated 3 years ago
- optimal deep residual regression model☆36Updated 4 years ago
- CNN - ELM model for mri brain decoding☆11Updated 6 years ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆47Updated 3 years ago
- ☆13Updated 5 years ago
- Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE☆16Updated 3 years ago
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 5 years ago
- Prediction of Equinor Volve well logs Data☆17Updated 4 years ago
- Exploration of machine learning in geoscience use cases☆73Updated 8 months ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆12Updated 5 years ago
- Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).☆55Updated last year
- ☆40Updated 4 years ago
- Time series forecasting (TSF) is the task of predicting future values of a given sequence using historical data. Recently, this task has …☆32Updated 5 years ago
- Different modeling techniques like multiple linear regression, decision tree, and random forest, etc. will be used for predicting the co…☆20Updated 4 years ago
- Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media☆14Updated 5 years ago
- This is for AI prediction using seismic attributes☆23Updated 4 years ago
- 采用试井压力导数曲线作为训练数据进行油藏模型分类,通过keras构造分类模型☆11Updated 5 years ago
- time series forecasting with image☆45Updated last year
- Extreme Learning Machine(ELM): Python code☆40Updated 6 years ago
- 3D Seismic VIZ, Working with Database☆12Updated 2 years ago
- This repository contains example of keras-tcn on easy way.☆57Updated 4 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆29Updated 2 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆11Updated 2 months ago
- Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch☆31Updated 2 months ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Updated 3 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 3 years ago