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Dave Powell's Projects

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Framework to streamline use of neural networks

mlclass_ex icon mlclass_ex

octave exercises for 2014 stanford machine learning class on coursera

msda icon msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

octave icon octave

my octave exercises for 2011 stanford machine learning class, posted after the due date of course

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Machine Learning by Andrew Ng (Stanford)

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Get up and running with large language models locally

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PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

projectq icon projectq

ProjectQ: An open source software framework for quantum computing

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Qiskit is an open-source SDK for working with quantum computers at the level of circuits, algorithms, and application modules.

sagemaker-containers icon sagemaker-containers

WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolkit for model serving.

sarcasm-detection-using-nn icon sarcasm-detection-using-nn

This is the PyTorch implementation of work presented in 'Modelling Context with User Embeddings for Sarcasm Detection in Social Media' (https://arxiv.org/pdf/1607.00976.pdf). We further extend the approach by proposing a hybrid NN architecture and perform experiments on a newly collected data.

stockprediction icon stockprediction

Data and code of my Medium story on stock prediction with TensorFlow

strawberryfields icon strawberryfields

Strawberry Fields is a full-stack Python library for designing, simulating, and optimizing continuous variable (CV) quantum optical circuits.

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

theme icon theme

Volusion seed project for the AngularJS framework

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