jackw99

Jack Watson's starred repositories

data-engineering-practice

Data Engineering Practice Problems

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Unique-Shortest-Paths-via-the-isolation-lemma

Repo for my masters project, Unique Shortest Paths via the isolation lemma. All implementation done in Python.

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kedro-community

Examples of data science projects created with Kedro.

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Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

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Deep-Reinforcement-Learning

Using Deep Learning, and DQN (Deep Q Networks), my model plays Atari games like Pong, Space Invaders, PacMan etc.

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WSYCUHK_FDIA

Locational Detection of False Data Injection Attack in Smart Grid: a Multi-label Classification Approach

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

BSD-3-Clause100

Deep-SVDD-PyTorch

A PyTorch implementation of the Deep SVDD anomaly detection method

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Anomaly-Detection

Anomaly detection algorithm implementation in Python

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torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

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raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

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EuroSAT

EuroSAT: Land Use and Land Cover Classification with Sentinel-2

MIT39400

Hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images.

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nn-from-scratch

Implementing a Neural Network from Scratch

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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tutorials

PyTorch tutorials.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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