suhang17 Goto Github PK

2015

Public material for CS109

2015lab1

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

content

Official content for Harvard CS109

covid-19-extended-seir-model

cs224w-colab

Solutions for CS224W Winter 2021 Colab

cs229-assignments

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 😎

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

jukebox

Code for the paper "Jukebox: A Generative Model for Music"

learning-from-data

Caltech Machine Learning course notes and homework

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.

pixelcnn

PyTorch implementation of gated PixelCNN

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

samplernn_iclr2017

SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

sensitivity_pruner

This repo is dedicated to include code for Sensitivity Pruner (SP), a kernel-level pruning method