Peter Flaming's repositories
DataMiningNotebooks
This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.
well_decline_curve_analysis
Decline curve analysis for oil well production logs.
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
aws-toolkit-vscode
AWS Toolkit for Visual Studio Code, an extension for working with AWS services including AWS Lambda.
CoreSamples
core sample pic linearization and analysis
cufflinks
Productivity Tools for Plotly + Pandas
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
direct-access-py
Unofficial Drillinginfo Direct Access API Python Client
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
PetroPy
A petrophysics with python package for scientific 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.
PyTorch-for-Deep-Learning-and-Computer-Vision-Course-All-Codes-
PyTorch for Deep Learning and Computer Vision Course
rrc-scraper
Get public oil & gas production data from Texas Railroad Commission web query system.
Singularity-tutorial
Singularity 101
Stat2
Stat2 Project
udemy-machine-learning-examples
LazyProgrammer Udemy Course Content