xhx (xhxuciedu)

xhxuciedu

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CS284A

UCI CS184A/284A

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awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

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covid19-severity-prediction

Extensive and accessible COVID-19 data + forecasting for counties and hospitals.

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CUTIE

CUTIE (TensorFlow implementation of Convolutional Universal Text Information Extrator)

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Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

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IBL-AbstractAlgebra

IBL course materials for an undergraduate first-semester abstract algebra course that emphasizes visualization.

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LearnML

This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube

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medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

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ML-Course-Notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

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nsf-proposal-latex

An NSF proposal template in LaTeX

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openai-cookbook

Examples and guides for using the OpenAI API

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PlotNeuralNet

Latex code for making neural networks diagrams

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pValuation

Quantamental finance research with python

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PyPortfolioOpt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

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python-tutorial-notebooks

Python tutorials as Jupyter Notebooks for NLP, ML, AI

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pytorch-Deep-Learning

Deep Learning (with PyTorch)

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pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

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pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

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Video-Pre-Training

Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos

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