dpshorten's starred repositories

awesome-mining-data

Curated list of open datasets in the mining industry

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geomet_datasets

A repository for geometallurgical open source datasets

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

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tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

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LightML.jl

Minimal and clean examples of machine learning algorithms implemented in Julia

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contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

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BondGraphTools

A Multi-Physics Systems Modelling Library

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VBAgg

Implements aggregate output learning with Gaussian processes

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torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

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visual-qa

[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering

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bads

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

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hctsa

Highly comparative time-series analysis

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evolutionary-circuits

Automatically generates analog circuits using evolutionary algorithms

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