alsm168

AI_Learning_Materials

学习AI的必备资料

chatllama

ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

bert_in_keras

在Keras下微调Bert的一些例子；some examples of bert in keras

books

整理一些书籍 ~

chinese_nlp-1

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

deep-learning-from-scratch

『ゼロから作る Deep Learning』のリポジトリ

DeepLearning-MuLi-Notes

Notes about courses Dive into Deep Learning by Mu Li

Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

ELMo-keras

Re-implementation of ELMo on Keras

jieba

结巴中文分词

keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras-monotonic-attention

seq2seq attention in keras

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

keras-transformer-xl

Transformer-XL with checkpoint loader

LEAM

Monotonic-Chunkwise-Attention-MoChA-

NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

SelfAttentive

Implementation of A Structured Self-attentive Sentence Embedding

SelfAttentiveSentEmbed

Source code for ``A Structured Self-Attentive Sentence Embedding'' published in ICLR 2017

statistic

collecting books, papers and docs.

SWEM

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

TiramisuASR

A Sweet Automatic Speech Recognition like Tiramisu Cake using Tensorflow 2. Supported languages having small number of characters such as English, Vietnamese, German, etc.

transformer-word-segmenter

Sequence labeling base on universal transformer (Transformer encoder) and CRF; 基于Universal Transformer + CRF 的中文分词和词性标注

TransformerModel

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.