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Guangsi SHI's Projects

skywalkr-graph-features icon skywalkr-graph-features

Example notebooks that illustrate how to generate knowledge-based features. Features can be used in a variety of ML models, including recommender systems.

sleap icon sleap

A deep learning framework for multi-animal pose tracking.

smarties icon smarties

Lightweight and scalable framework for Reinforcement Learning

splishsplash icon splishsplash

SPlisHSPlasH is an open-source library for the physically-based simulation of fluids.

stagate_pyg icon stagate_pyg

Adaptive Graph Attention Auto-encoder for Spatial Domain Identification of Spatial Transcriptomics (STAGATE software based on pyG framework)

stanford_alpaca icon stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

tempo icon tempo

Monash Time Series Classification Library

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

text-generation-webui icon text-generation-webui

A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.

time-series-autoencoder icon time-series-autoencoder

:chart_with_upwards_trend: Pytorch dual-attention LSTM-autoencoder for multivariate time series forecasting :chart_with_upwards_trend:

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

torchdrug icon torchdrug

A powerful and flexible machine learning platform for drug discovery

torchdyn icon torchdyn

A PyTorch based library for all things neural differential equations

ts_cl_wrapper icon ts_cl_wrapper

A command line script wrapper codes for running Time Series Forecasting (ARIMAX)

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