Repository Index

This repository contains implementations and illustrative code to accompany DeepMind publications

An implementation of the Grammar of Graphics in R

• r
• visualisation
• data-visualisation

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

• neocortex
• artificial-intelligence
• machine-intelligence
• hierarchical-temporal-memory

A highly efficient implementation of Gaussian Processes in PyTorch

• pytorch
• gaussian-processes
• gpu-acceleration

Clean APIs for data cleaning. Python implementation of R package Janitor

• pandas
• dataframe
• data
• cleaning-data

Python implementation of CMA-ES

TensorFlow Implementation of "Show, Attend and Tell"

• tensorflow
• image-captioning
• show-attend-and-tell
• attention-mechanism

A Python Pandas implementation of technical analysis indicators

TensorFlow implementation of an arbitrary order Factorization Machine

• factorization-machines
• tensorflow
• research-project

A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.

• matrix
• cblas
• linear-algebra
• machine-learning

A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

• feature-selection
• data-science
• python

an iOS open source Radar Chart implementation

• objective-c
• xcode
• ios
• chart

Implementation of various topic models

Tensorflow implementation of "Learning Deep Features for Discriminative Localization"

A tensorflow implementation of an HMM layer

• tensorflow
• tensorflow-hmm
• viterbi
• hmm

A pure Python implementation of Apache Spark's RDD and DStream interfaces.

• data-science
• data-processing
• python
• apache-spark

Python-based implementations of algorithms for learning on imbalanced data.

• data-science
• machine-learning
• imbalanced-data
• notre-dame

Multi-Paradigm Pipeline Implementation

A TensorFlow implementation of the Mnemonic Descent Method.

• tensorflow
• menpo
• face
• face-alignment

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

• svm
• regression
• classification
• machine-learning

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

• fine-tuning
• vgg16
• resnet18
• densenet121

Modern Pure Go implementation of the HDF5 file format

• go
• golang
• hdf5
• hdf5-format

Gameanalytics.com client implementation for libGDX

• libgdx
• analytics

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

• tensorflow
• tensorflow2
• watermarking
• neural-network