Suhan Guo's repositories
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
Awesome-TimeSeries-SpatioTemporal-LM-LLM
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
bioinfo_sg
latex_slides_ch
Commands_documentation
This repo is dedicated to document all the commands that will come in handy
CS224W-Colab
Solutions for CS224W Winter 2021 Colab
databook_python
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton
DeepLearningForAudioWithPython
Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.
glasses
High-quality Neural Networks for Computer Vision 😎
LSTM_encoder_decoder
Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data
madmom
Python audio and music signal processing library
magenta
Magenta: Music and Art Generation with Machine Intelligence
MTL-Cov-GCN
A repository for the code for Cov-GCN, MTL-Cov_GCN and related experiments
musicinformationretrieval.com
Instructional notebooks on music information retrieval.
normalizing-flows
Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.
publications-code
Publicly available code from my publications
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch-wavenet
An implementation of WaveNet with fast generation
PyTorchPartialLayerFreezing
A simple code snippet for freezing only part of the layer
ResNet
Clean, scalable and easy to use ResNet implementation in Pytorch
Sensitivity_Pruner
This repo is dedicated to include code for Sensitivity Pruner (SP), a kernel-level pruning method
single-cell-tutorial
Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"
TCAN
A PyTorch implementation of the TCAN model in "Temporal Convolutional Attention-based Network For Sequence Modeling".
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
Torch-Pruning
Pruning channels for model acceleration