txkitty Goto Github PK

2016-ml-contest

Machine learning contest - October 2016 TLE

2daycourse

2 day short course.

5minutesofpython

some python notebooks for fun

auto-sklearn

Automated Machine Learning with scikit-learn

auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

basic-well-log-interpretation

Basic Well Log Interpretation with python, pandas, matplotlib

beginnersguideml

Getting Started with Data Science and AI in 2017

channel-sensor-error-detection

This repo outlines a method for differentiating between anomalies and expected outliers using the Microsoft Anomaly Detection API and Binary Classification to assist with Time Series Filtering.

exploring-market-seasonality-trends

facies_classification_benchmark

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (accepted for publication in the SEG Interpretation Journal, May 2019).

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.

housing_predictive

Data science practice project from "Hands-On Machine Learning with SciKit-Learn and TensorFlow"

lithofaciesml

Ensemble Learning to Classify Lithofacies in Carbonate Reservoirs

lithofaciesml2

Step-by-step basic lithofacies classification using sci-kit learn.

machine-learning

This repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates

mapping-houston-real-estate-data-using-python-and-basemap-zillow-data-

Mapping Houston Real Estate Price Data with Python and Basemap

ml-demand-prediction

Machine Learning Model for Order Demand Prediction based on historical Order data - Built for Swiggy Hackathon 2018

oil-natural-gas-price-prediction

Oil & Natural Gas prie prediction using ARIMA & Neural Networks

petrophysics

A python package with useful functions for well log interpretation.

pycon-2018-tutorial

Using pandas for Better (and Worse) Data Science

pycon-2019-tutorial

Data Science Best Practices with pandas

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python

All Algorithms implemented in Python

python-data-analysis-workshop

Workshop: Intro to Python for Data Analysis

pythonnumericaldemos

A collection of Python demos for geostatistical methods.

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

unconformitydetection

We trained Deep Learning (GAN) model to automate unconformity detection with seismic data

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow