swagshaw

Tutorial-on-PhD-Application

Tutorial on PhD Application

90DaysOfDevOps

This repository is my documenting repository for learning the world of DevOps. I started this journey on the 1st January 2022 and I plan to run to March 31st for a complete 90-day romp on spending an hour a day including weekends to get a foundational knowledge across a lot of different areas that make up DevOps.

Awesome-Incremental-Learning

Awesome Incremental Learning

Bilibili-plus

课程视频、PPT和源代码：侯捷C++系列；台大郭彦甫MATLAB

cleanlab

The standard package for data-centric AI and machine learning with label errors, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.

Code-LMs

Guide to using pre-trained large language models of source code

composer

library of speed-up algorithms for model training

deepfake_detection_with_continual_learning_on_limited_data

DESED

Repo associated to the DESED dataset, download and creation of data

EAGRNet

Edge-aware Graph Representation Learning and Reasoning for Face Parsing (ECCV 2020)

espnet

End-to-End Speech Processing Toolkit

google-research

Google Research

LeetCode-Python

My LeetCode solutions and notes.

Megatron-LM

Ongoing research training transformer models at scale

memory_profiler

Monitor Memory usage of Python code

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

multilingual_kws

Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus

openmlsys-zh

机器学习系统设计与实现

openmlsys.github.io

proj_multilingual_text_classification

Explore multilingal text classification using embedding, bert and deep learning architecture

PyContinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

RateMySupervisor

永久免费开源的导师评价数据、数据爬虫、无需编程基础的展示网页以及新信息补充平台

Torch-KWT

Unofficial PyTorch implementation of "Keyword Transformer: A Self-Attention Model for Keyword Spotting", Berg et al. 2021.

torchstudio

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

WavPrompt

wekws

Production First and Production Ready End-to-End Keyword Spotting Toolkit

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.