Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…
scikit-learn
scikit-learn is a widely-used Python module for classic machine learning. It is built on top of SciPy.
Repositories 1,132
The "Python Machine Learning (1st edition)" book code repository and info resource
machine-learning
machine-learning-algorithms
logistic-regression
data-science
data-mining
python
scikit-learn
neural-network
Jupyter Notebook
Updated Feb 16, 2018
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
machine-learning
data-science
scikit-learn
ipython-notebook
deep-learning
jupyter-notebook
python
courses
learning
learning-by-doing
diy
Updated Feb 26, 2018
1 issue
needs help
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python …
tensorflow
scikit-learn
machine-learning
python
deep-learning
neural-network
ml
distributed
jupyter-notebook
Jupyter Notebook
Updated Mar 5, 2018
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
machine-learning
python
data-science
automl
automation
scikit-learn
hyperparameter-optimization
model-selection
parameter-tuning
automated-machine-learning
random-forest
gradient-boosting
feature-engineering
xgboost
Python
Updated Mar 6, 2018
Machine Learning in Action（机器学习实战）
fp-growth
apriori
python
mahchine-leaning
decisiontree
knn
naivebayes
svm
adaboost
regtrees
kmeans
svd
pca
logistic
regression
recommendedsystem
sklearn
scikit-learn
HTML
Updated Mar 7, 2018
Jupyter notebooks from the scikit-learn video series
Jupyter Notebook
Updated Oct 20, 2017
Python Cheat Sheet NumPy, Matplotlib
OpenDataScience Machine Learning course. Both in English and Russian
machine-learning
data-analysis
data-science
pandas
algorithms
numpy
scipy
matplotlib
seaborn
plotly
scikit-learn
kaggle-inclass
vowpal-wabbit
python
ipynb
docker
math
Python
Updated Mar 8, 2018
General Assembly's Data Science course in Washington, DC
data-science
machine-learning
scikit-learn
data-analysis
pandas
jupyter-notebook
python
course
linear-regression
logistic-regression
model-evaluation
naive-bayes
natural-language-processing
decision-trees
ensemble-learning
clustering
regular-expressions
web-scraping
data-visualization
data-cleaning
Jupyter Notebook
Updated Apr 18, 2016
An intuitive library to add plotting functionality to scikit-learn objects.
A scikit-learn compatible neural network library that wraps pytorch
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
automated feature engineering
Python
Updated Mar 8, 2018
The "Python Machine Learning (2nd edition)" book code repository and info resource
Jupyter Notebook
Updated Feb 25, 2018
scikit-learn compatible neural network library
Python
Updated Nov 8, 2017
PySpark + Scikit-learn = Sparkit-learn
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding in…
machine-learning
deep-learning
tensorflow
python
pytorch
keras
lua
matplotlib
aws
kaggle
pandas
scikit-learn
torch
artificial-intelligence
neural-network
convolutional-neural-networks
tensorflow-tutorials
python-data
ipython-notebook
capsule-network
Python
Updated Feb 15, 2018
Automated machine learning for analytics & production
machine-learning
data-science
automated-machine-learning
gradient-boosting
scikit-learn
python
machine-learning-pipelines
machine-learning-library
production-ready
automl
lightgbm
analytics
feature-engineering
hyperparameter-optimization
deep-learning
xgboost
keras
deeplearning
tensorflow
artificial-intelligence
Python
Updated Mar 7, 2018
scikit-learn机器学习库中文文档翻译项目
HTML
Updated Sep 11, 2017
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Visual analysis and diagnostic tools to facilitate machine learning model selection.
machine-learning
visual-analysis
model-selection
visualization
scikit-learn
visualizer
matplotlib
python
estimator
residuals
transformer
advantage
anaconda
Python
Updated Mar 5, 2018
Genetic Programming in Python, with a scikit-learn inspired API
Python
Updated Mar 5, 2018
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the …
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
numpy
statistics
pandas
matplotlib
regression
scikit-learn
classification
principal-component-analysis
clustering
decision-trees
random-forest
dimensionality-reduction
neural-network
deep-learning
Jupyter Notebook
Updated Jan 30, 2018
Framework for setting up predictive analytics services
Python
Updated Dec 22, 2017
SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
Metric learning algorithms in Python
Python
Updated Mar 6, 2018
Automated machine learning- just give it a data file! Check out the production-ready version of this project at Climb…
machine-learning
data-science
javascript
machine-learning-library
machine-learning-algorithms
ml
data-scientists
javascript-library
scikit-learn
kaggle
numerai
automated-machine-learning
automl
auto-ml
Python
Updated Aug 29, 2016