lijaiwei20180818 Goto Github PK

500lineorless_cn

500 line or less 中文翻译计划。

algorithm-essentials

算法精粹--举一反三，抛弃题海战术

auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

autoencoder-speech-compression

Code for "End-to-End Optimized Speech Coding with Deep Neural Networks" (ICASSP 2018)

autokeras

An AutoML system based on Keras

bert

TensorFlow code and pre-trained models for BERT

ca_entropy_model

Repository of the paper "Context-adaptive Entropy Model for End-to-end Optimized Image Compression"

compression

Data compression in TensorFlow

compression-1

Learned image compression

data-efficient-model-compression

Data Efficient Model Compression

derivation-of-lda-series-formula

LDA系列公式推导（吉布斯采样，Gibbs Sampling）

distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

docs

TensorFlow documentation

games

Some games created by python code.

gan

some demo of GANs

hierarchical-recurrent-neural-networks-for-speech-bandwidth-extension

Codes of the paper: * Zhen-Hua Ling , Yang Ai, Yu Gu, and Li-Rong Dai, "Waveform Modeling and Generation Using Hierarchical Recurrent Neural Networks for Speech Bandwidth Extension," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 5, pp. 883-894, 2018.

image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

imagecompression_variablerate

Implementation of ICASSP2020 paper "Variable Bitrate Image Compression with Quality Scaling Factors"

joint-autoregressive-and-hierarchical-priors-for-learned-image-compression

A personal reimplementation with TensorFlow of NIPS2018 paper: Joint Autoregressive and Hierarchical Priors for Learned Image Compression

lee

lossy-image-compression

Image Compression using CNN based Autoencoders

lpcnet

Efficient neural speech synthesis

model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)

nsc

Neural Speech Codec

pytorch-gdn

PyTorch implementation of the Generalized divisive normalization non-linearity layer

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

reference-arithmetic-coding

Clear implementation of arithmetic coding for educational purposes in Java, Python, C++.

srec

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

srez

Image super-resolution through deep learning

tensorflow-time-series-examples

Time Series Prediction with tf.contrib.timeseries