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algorithms

Minimal examples of data structures and algorithms in Python

awesome-bayesian-deep-learning

A curated list of resources dedicated to bayesian deep learning

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision Project Ideas

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

book-socialmediaminingpython

Companion code for the book "Mastering Social Media Mining with Python"

caffe

Caffe: a fast open framework for deep learning.

cloudenabledwebapp

CloudenabledWebApp for maven web app

cloudrepo

codingground

Main Repository for Coding Ground

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

create-your-own-adventure

credit-risk-application-scorecard

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datascience

datascienceresources

Open Source Data Science Resources.

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

deeppy

Deep learning in Python

designpatternscode

dsml-nov22-beginner-tue-3

eda_lendiing_club

Loan data is used to perform EDA and predict what cases could be defaulters

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

fastai

The fast.ai deep learning library, lessons, and tutorials

free-data-science-books

Free resources for learning data science