wxy1988

pybind11

Seamless operability between C++11 and Python

survey

A Survey on Neural Speech Synthesis https://arxiv.org/pdf/2106.15561.pdf

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

ML-Murphy

Complete solutions for exercises and MATLAB example codes for "Machine Learning: A Probabilistic Perspective" 1/e by K. Murphy

the-books-making-you-better

A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.

AugLy

A data augmentations library for audio, image, text, and video.

An-Introduction-to-Statistical-Learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

GigaSpeech

Large, modern dataset for speech recognition

flashlight

A C++ standalone library for machine learning

winmerge

WinMerge is an Open Source differencing and merging tool for Windows. WinMerge can compare both folders and files, presenting differences in a visual text format that is easy to understand and handle.

HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

folly

An open-source C++ library developed and used at Facebook.

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

gitignore

A collection of useful .gitignore templates

design_patterns

图说设计模式

workflow

C++ Parallel Computing and Asynchronous Networking Framework

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

leetcode_101

LeetCode 101：和你一起你轻松刷题（C++）

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

CUDA_Freshman

professional-cuda-c-programming

CUDA-Programming

Sample codes for my CUDA programming book

design-patterns-cpp

C++ Design Patterns

CPlusPlusThings

C++那些事

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

minimize-chain-decoder

Minimize kaldi nnet3 chain decoder

moderncv

A modern curriculum vitae class for LaTeX

nnAudio

Audio processing by using pytorch 1D convolution network