Yuguang Yang's repositories
EfficientPython
Efficient python for data science, machine learning, and software engineering
awesome-diarization
A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.
ceres-solver
A large scale non-linear optimization library
distributed-pytorch
Distributed, mixed-precision training with PyTorch
EEND
End-to-End Neural Diarization
fastText
Library for fast text representation and classification.
modern-cpp-tutorial
đź“š Modern C++ Tutorial: C++11/14/17/20 On the Fly
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pyod
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
PythonRobotics
Python sample codes for robotics algorithms.
pytorch-adversarial-training
PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
PyTorch-Tutorial
Build your neural network easy and fast
Self-Supervised-Speech-Pretraining-and-Representation-Learning
Official implementation of the S3PRL toolkit: self-supervised pre-training of Mockingjay, TERA, AALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch)
slambook2
edition 2 of the slambook
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
tsfresh
Automatic extraction of relevant features from time series:
uis-rnn
This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
wav2letter
Facebook AI Research's Automatic Speech Recognition Toolkit