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awesome-machine-learning

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

awesome-rnn

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

colah.github.io

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

data-analysis-and-machine-learning-projects

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

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

data-science-your-way

Ways of doing Data Science Engineering and Machine Learning in R and Python

elasticsearch-tutorial

Elasticsearch Tutorial

extractor

Kernel and filesystem extractor

graphicalmodel

Courera Version of Graphical Model.. Cooperate with Jian Guo.

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

ipython-notebooks

A collection of IPython notebooks covering various topics.

isotropic_turbulence

kaggle

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-sentiment-popcorn

Code for the Kaggle competition "Bag of Words Meets Bags of Popcorn"

kaggle-web-traffic

1st place solution

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

learndatascience

Open Content for self-directed learning in data science

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine_learning

Python coded examples and documentation of machine learning algorithms.

machinelearning_andrewng

machinelearning_gallery

numerical-tours

Numerical Tours of Signal Processing

passage

A little library for text analysis with RNNs.

phdworks

predictionio

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

scikit-learn

scikit-learn: machine learning in Python

serve

Serve, optimize and scale PyTorch models in production