Python / learning methods

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DICTOL_python 🌿
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A Python implementation of well-known dictionary learning methods.

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681 (+1) ⭐

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

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Evaluate various supervised learning methods to predict cohesive energies of solids (kernel ridge regression is the best)

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22 (+0) ⭐

STScI INS training

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50608 (+28) ⭐

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

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Several SSL methods (Pi model, Mean Teacher) are implemented in pytorch

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Asynchronous Methods for Deep Reinforcement Learning

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Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.

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965 (+0) ⭐

Advanced Deep Learning with Keras, published by Packt

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stock predictor with random forest tree

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