xhx's repositories
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
covid19-severity-prediction
Extensive and accessible COVID-19 data + forecasting for counties and hospitals.
CUTIE
CUTIE (TensorFlow implementation of Convolutional Universal Text Information Extrator)
Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
IBL-AbstractAlgebra
IBL course materials for an undergraduate first-semester abstract algebra course that emphasizes visualization.
LearnML
This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube
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.
ML-Course-Notes
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
nsf-proposal-latex
An NSF proposal template in LaTeX
openai-cookbook
Examples and guides for using the OpenAI API
PlotNeuralNet
Latex code for making neural networks diagrams
pValuation
Quantamental finance research with python
PyPortfolioOpt
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
python-tutorial-notebooks
Python tutorials as Jupyter Notebooks for NLP, ML, AI
pytorch-Deep-Learning
Deep Learning (with PyTorch)
pytorch-unet
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Video-Pre-Training
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos