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andrewwg2024's Projects
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
deeplearning-muli-notes
Notes about courses Dive into Deep Learning by Mu Li
dive-into-deep-learning-pytorch-pdf
本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载
dive_into_deep_learning
✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。
example-code-2e
Example code for Fluent Python, 2nd edition (O'Reilly 2022)
hsbc-limit-order-book-data-project-
This was a university group project supported by the HSBC Artificial Intelligence team. It involved applying machine learning algorithms (including a CNN and decision tree model) to level-2 limit order book data and creating an accompanying trading strategy that could generate profits in active trading.
lob
Benchmark Dataset of Limit Order Book in China Markets
lob-deep-learning
Implementation of various deep learning models for limit order book. DeepLOB (Zhang et al., 2018), TransLOB (Wallbridge, 2020), DeepFolio (Sangadiev et al., 2020), etc.
lobframe
We release `LOBFrame', a novel, open-source code base which presents a renewed way to process large-scale Limit Order Book (LOB) data.
python-for-data-analysis-3rd
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
tensorflow.net
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
tse-flex-converter
Tool for converting TSE FLEX Historical data into kdb+ (or csv) data
visualhft
VisualHFT is a cutting-edge GUI platform for market analysis, focusing on real-time visualization of market microstructure. Built with WPF & C#, it displays key metrics like Limit Order Book dynamics and execution quality. Its modular design ensures adaptability for developers and traders, enabling tailored analytical solutions.
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