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awesome-deep-learning

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

awesome-deep-learning-papers

The most cited deep learning papers

awesome-machine-learning

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

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

borrowers-interest-rate-prediction-python-

I did this project in Python for a private insurance company as work sample

capstoneproject

casestudy1

Week 7 homework - Case study

dash

Interactive, Reactive Web Apps for Python. Dash Is Productive™

data-mining-mashable

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.

data_mining_lab_03

msds 7331 cluster analysis

dataminingnotebooks

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

dataset

The Open Images dataset

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

facial-expression-recognition

Facial expression recognition deep learning examples

fnma_sf_loan_performance

google-maps-services-python

Python client library for Google Maps API Web Services

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

home_prices

Ask a home buyer to describe their dream house, and they probably won't begin with the height of the basement ceiling or the proximity to an east-west railroad. But this playground competition's dataset proves that much more influences price negotiations than the number of bedrooms or a white-picket fence. With 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, this competition challenges you to predict the final price of each home.

knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

lending_club

looker

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearningnotebooks

machinelearningprojects

Stats Homework and project work

ml-class

Materials for class on machine learning/deep learning using scikit-learn, tensorflow and keras

mortgage

msds7333_quantifying_the_world-hw4_stock_market_analysis