zhenyuan66

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

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

pybind11

Seamless operability between C++11 and Python

flash-attention

Fast and memory-efficient exact attention

bigcache

Efficient cache for gigabytes of data written in Go.

annotated-transformer

An annotated implementation of the Transformer paper.

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

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

JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

tslearn

The machine learning toolkit for time series analysis in Python

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

RecommenderSystem

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.

S-H-ESD

Timeseries Anomaly Detection using S-ESD and S-H-ESD

furtado-2018-ums

Source code for the paper "Unveiling movement uncertainty for robust trajectory similarity analysis"