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async-deep-rl

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

awesome-machine-learning

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

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

ctc-lstm

Theano implementation of CTC. Applied on TIMIT and a Toy dataset.

dat8

General Assembly's Data Science course in Washington, DC

datasciencepython

common data analysis and machine learning tasks using python

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

deep-learning-101

Deep Learning Tutorials

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

deep-learning-tensorflow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

deepmining

Auto-tuning Machine Learning Pipelines

deer

DEEp Reinforcement learning framework

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

document2vec

Finding document vectors from pre-trained word2vec word vectors

dp_python

Optimized Dynamic Programming (Dynamic Time Warp) as a Python external

eui-text-workshop

Methods workshop: Automated Text Analysis with R

geocn

A simple python utility for Chinese geo services

intro2deeplearning

kaggle-crowdflower

kaggle-malware

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

memn2n

End-To-End Memory Network using Tensorflow

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

networkd3

D3 JavaScript Network Graphs from R

neural-gpu

Theano implementation of the Neural GPU

papers-we-love

Papers from the computer science community to read and discuss.

point-e

Point cloud diffusion for 3D model synthesis

pug_classifier

Deep Learning for Pugs

pymc3_vs_pystan

Personal project to compare hierarchical linear regression in PyMC3 and PyStan