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applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

caltech-101-object-classification

Multiple approaches tried for Object classification on Caltech 101 Dataset

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

data-analysis-using-python

Exploratory data analysis 📊using python 🐍of used car 🚘 database taken from ⓚ𝖆𝖌𝖌𝖑𝖊

docs

TensorFlow documentation

e2c_jpse

Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE

elgrapho

eos-friday

A place to download related files to the EOS Friday videos

faster-kmeans

Code for a faster K-means clustering heuristic

gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.

gold-from-jurrasic

Models of Oil and Gas Industry in Python

hyper-parameter_optimization

Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)

intake

Intake is a lightweight package for finding, investigating, loading and disseminating data.

isl-linear-regression

keras-rl

Deep Reinforcement Learning for Keras.

learntools

Tools and tests used in Kaggle Learn exercises

machine-learning

Código Python, Jupyter Notebooks, archivos csv con ejemplos para los ejercicios del Blog aprendemachinelearning.com

machine-learning-algorithms-from-scratch

Implementing machine learning algorithms from scratch.

machine-learning-with-python

Python code for common Machine Learning Algorithms

madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

ml-for-beginners

12 weeks, 24 lessons, classic Machine Learning for all

ml-from-scratch

Machine Learning algorithms implemented in Python from scratch

notebooks

atoti notebooks gallery

oil-and-gas-data-analysis

petrophysics-python-series

A series of Jupyter notebooks showing how to load well log and petrophysical data in python.

playground

Play with neural networks!

practical_ml_tutorial_facies_examp

problema-de-las-hormigas-con-python

Aplicación realizada en pareja para la asignatura de Inteligencia Artificial que consistía en resolver mediante python el algoritmo de las hormigas.

pykriging

Welcome to the User Friendly Python Kriging Toolbox!

pyreservoir

Python utilities for reservoir engineering calculations