daisukelab

TrapezoidalLR

general-learning

ddp_tmpl

DDP template

dl-cliche

dl-cliche: Packaging cliche codes

s3prl

Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit

sound-clf-pytorch

Sound classifier tutorials/examples in PyTorch

uclser20

Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.

BYOL

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

image-anomaly-det

pytorch_cnn_visualizations

Pytorch implementation of convolutional neural network visualization techniques

mlflow-docker-compose

Deploy mlflow with docker-compose

dcase2020_task2_variants

DCASE2020 Challenge Task 2 baseline variants

metric_learning

Metric Learning App Dev Resource

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

setup

Setup scripts/resources for various purposes/projects.

arcface_pytorch

dl-image

Practical Machine Learning Image Application Toolchain

ml-sound-classifier

Machine Learning Sound Classifier

EntropyPenalty

This repo provides code used in the paper "Entropy Penalty: Towards Generalization Beyond the IID Assumption" (https://arxiv.org/abs/1910.00164):

DeepAnomalyDetection_benchmark

Benchmark for DeepLearning anomaly detection

docker-ml-base

freesound-audio-tagging-2019

Kaggle Freesound Audio Tagging 2019 Competition Solution

protonet-fine-grained-clf

(Using) Prototypical Networks as a Fine Grained Classifier

albumentations

fast image augmentation library and easy to use wrapper around other libraries

squeezedet-keras-plus

Keras implementation of the Squeeze Det Object Detection Deep Learning Framework

fastText

Library for fast text representation and classification.

bert

TensorFlow code and pre-trained models for BERT

small_book_image_dataset

Small dataset of book images

project-ml

Template for general machine learning project