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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

asr_preprocessing

Python implementation of pre-processing for End-to-End speech recognition

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

backtrader

Python Backtesting library for trading strategies

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

hadooplearn

learn hadoop

iterm2-zmodem

Automatic ZModem support for iTerm 2

kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

learngit

line

LINE: Large-scale information network embedding

lingvo

Lingvo

one-key-hidpi

Enable macOS HiDPI and have a native setting.

paddle

PArallel Distributed Deep LEarning

paracel

Distributed training framework with parameter server

ps-lite

A lightweight parameter server interface

resume

An elegant \LaTeX\ résumé template

rqalpha

A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities

sitecopy

sitecopy is a tool that facilitates personal website backup and network data collection

spark-libfm

An implement of Factorization Machines (LibFM)

speech-transformer

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tensorflow-segnet

Implement slightly different caffe-segnet in tensorflow

tensorflow_end2end_speech_recognition

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

tf-adaptive-softmax-lstm-lm

The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.