imayachita

Graph_Convolutional_Networks_Node_Classification

Explore_GCN

Explore Graph Convolutional Networks

wireline-log-plotting

Wireline Log Visualization/Plotting with Matplotlib in Python

log-analysis

Data Science in Geoscience: Wireline Log Analysis

Text-Classification

Text Classification with various Machine Learning and Deep Learning architectures

CNN_Tensorflow1.13

CNN with Tensorflow1.13

Unsupervised-Extrofitting

Implementation of Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons by Hwiyeol Jo, Stanley Jungkyu Choi

Word-Embedding

Train Word2Vec and FastText word embedding model

Core_Porosity

Estimate rock porosity based on core sectional area image

Image_Generator

Train Image Classifier with Augmentation and Keras Fit Generator

Text-Regression

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.