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algorithms

Algorithms examples/exercises from CLRS+elsewhere

andytwigg.github.io

aws_scripts

AWS scripts

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cbpro-trader

Automated cryptocurrency trading on Coinbase Pro (formerly gdax-trader)

ckan-tools

some ckan tools

dotfiles

example-hftish

Example Order Book Imbalance Algorithm

histogram

Streaming Histograms for Clojure/Java

ml

The Cloudera Data Science Team's Tools for Data Preparation, Machine Learning, and Model Evaluation.

ms_thesis

Masters Thesis

oryx

Simple real-time large-scale machine learning infrastructure.

pipelines

Machine Learning Pipelines for Kubeflow

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

recurrentshop

Framework for building complex recurrent neural networks with Keras

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

scikit-learn

scikit-learn: machine learning in Python

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

sparklingpandas

Pandas On PySpark(POPS)

streaming-storm

Proof of concept StreamingKMeans + BallKMeans implementation with Storm

ubuntu-ranking-dataset-creator

A script that creates train, valid and test datasets for the ranking task from Ubuntu corpus dialogs.

universe-windows-envs

Run Universe environments in Windows (maintained by DeepDrive)

zenfiles

A repository for all ZenML projects that are specific production use-cases.