Deep Learning for humans

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# data-science

## Repositories 7,250

scikit-learn: machine learning in Python

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computatio…

Jupyter Notebook
Updated Apr 22, 2019

Jupyter Notebook
Updated Apr 16, 2019

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, docu…

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focu…

machine-learning
deep-learning
deep-reinforcement-learning
machine-learning-from-scratch
data-science
data-mining
genetic-algorithm

Python
Updated Jan 23, 2019

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 Jan 28, 2019

data-science
machine-learning
data-visualization
science
data-mining
awesome-list
deep-learning
analytics
data-scientists

Updated Mar 29, 2019

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 Mar 28, 2019

Topic Modelling for Humans

Deep learning library featuring a higher-level API for TensorFlow.

Analytical Web Apps for Python. No JavaScript Required.

VIP cheatsheets for Stanford's CS 229 Machine Learning

cheatsheet
machine-learning
data-science
supervised-learning
unsupervised-learning
deep-learning
ml-cheatsheet
cs229

Updated Mar 30, 2019

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome
bigdata
data-warehouse
data-analytics
data-visualization
data-stream
database
data-science
data
awesome-list
distributed-database
series-database
stream-processing
streaming-data
visualize-data

Updated Feb 12, 2019

PHP-ML - Machine Learning library for PHP

php
machine-learning
classification
cross-validation
feature-extraction
artificial-intelligence
neural-network
data-science
dataset
machine-learning-algorithms
machine-learning-library
machine
unsupervised-learning
regression
data-mining
dimensionality-reduction
supervised-learning
ngram-extraction
tokenization

A system for parallel and distributed Python that unifies the ML ecosystem.

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,t…

pytorch
python
machine-learning
deep-learning
tutorials
papers
awesome
awesome-list
pytorch-tutorials
data-science
nlp
nlp-library
cv
computer-vision
natural-language-processing
facebook
probabilistic-programming
utility-library
neural-network
pytorch-model

Updated Apr 22, 2019

OpenRefine is a free, open source power tool for working with messy data and improving it

An open-source NLP research library, built on PyTorch.

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 Apr 19, 2019

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

deep-learning
mit
self-driving-cars
deep-reinforcement-learning
deep-rl
artificial-intelligence
neural-networks
segmentation
machine-learning
data-science
deeplearning
tensorflow
tensorflow-tutorials
jupyter-notebooks

Jupyter Notebook
Updated Mar 21, 2019

Deep Learning and Reinforcement Learning Library for Scientists

tensorlayer
deep-learning
tensorflow
machine-learning
data-science
neural-network
reinforcement-learning
artificial-intelligence
gan
a3c
tensorflow-tutorials
dqn
object-detection
chatbot
python
tensorflow-tutorial
imagenet
google

Python
Updated Apr 3, 2019

python
utilities
cache
data-structures
statistics
data-science
file
queue
json
recursive
standard-library

Python
Updated Feb 28, 2019

A curated list of data science blogs

Python
Updated Mar 28, 2019

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Jupyter Notebook
Updated Feb 24, 2019

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

bayesian-methods
deep-learning
machine-learning
data-science
tensorflow
neural-networks
statistics
probabilistic-programming

Jupyter Notebook
Updated Jan 3, 2019

Open Machine Learning Course

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 Apr 18, 2019

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBo…

h2o
machine-learning
data-science
deep-learning
big-data
ensemble-learning
gbm
random-forest
naive-bayes
pca
opensource
distributed
multi-threading
java
python
r
hadoop
spark
gpu
automatic

Java
Updated Apr 22, 2019