Jamie Liu's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
hello-algo
《Hello 算法》:动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新,English version ongoing
flash-attention
Fast and memory-efficient exact attention
annotated-transformer
An annotated implementation of the Transformer paper.
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
coordTransform_py
提供百度坐标系(bd-09)、火星坐标系(国测局坐标系、gcj02)、WGS84坐标系直接的坐标互转,也提供了解析高德地址的方法的python版本
bert_in_keras
在Keras下微调Bert的一些例子;some examples of bert in keras
effective_transformer
Running BERT without Padding
DeepLearning-TensorFlow2
本仓库我将使用谷歌TensorFlow2框架逐一复现经典的卷积神经网络:LeNet、AlexNet、VGG系列、GooLeNet、ResNet 系列、DenseNet 系列,以及现在比较经典的目标检测网络、语义分割网络等。
bert_classification
利用bert预训练的中文模型进行文本分类 数据集中文情感分析语料chnsenticorp
AnomalyDetection
Twitter's Anomaly Detection in Pure Python
RecAlgorithm
主流推荐系统Rank算法的实现
LambdaMart
Python implementation of LambdaMart
Hands-On-Neural-Networks-with-TensorFlow-2.0
Hands-On Neural Networks with TensorFlow 2.0, published by Packt
seasonal-esd-anomaly-detection
Anomaly detection algorithm implemented at Twitter
road-extraction-d-linknet
TensorFlow implementation of D-LinkNet for road extraction.
furtado-2018-ums
Source code for the paper "Unveiling movement uncertainty for robust trajectory similarity analysis"