boggis30's Stars
alteryx/featuretools
An open source python library for automated feature engineering
shap/shap
A game theoretic approach to explain the output of any machine learning model.
Vooban/Hyperopt-Keras-CNN-CIFAR-100
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visualizations available.
avanetten/spacenet_buildings_exploration
Python code for transforming SpaceNet building labels
bitnom/colabctl
Google Colaboratory background/task executioner & controller.
drivendataorg/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
makcedward/ds_project_template
Data Science Project Template
SpaceNetChallenge/utilities
Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.
yangsiyu007/SpaceNetExploration
A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
WillKoehrsen/feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
EthicalML/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
scikit-learn-contrib/category_encoders
A library of sklearn compatible categorical variable encoders
minrk/ipython_extensions
My IPython extensions
GoogleCloudPlatform/cloudml-samples
Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples
perrygeo/simanneal
Python module for Simulated Annealing optimization
pyenv/pyenv-virtualenv
a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv)
pyenv/pyenv
Simple Python version management
keras-team/keras
Deep Learning for humans
sahandha/eif
Extended Isolation Forest for Anomaly Detection
karpathy/char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch