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lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

models

Models and examples built with TensorFlow

ms-copilot-play

Cloudflare Worker 的 Microsoft Copilot 加速服务。Microsoft Copilot 是基于 OpenAI GPT-4 的强大 AI 并且能够使用 Bing 搜索来解答问题。简单部署即可在国内高速访问原滋原味的 Microsoft Copilot 的几乎全部功能，聊天，笔记本，插件，图像生成，分享等等..

nemo

NeMo: a toolkit for conversational AI

opensourcereading

optuna-examples

Examples for https://github.com/optuna/optuna

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

protobuf

Protocol Buffers - Google's data interchange format

pytorch

Deep Learning Zero to All - Pytorch

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-tutorial

Build your neural network easy and fast

r2cnn

caffe re-implementation of R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection

recommender-system

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

recommenders

Best Practices on Recommendation Systems

siamese-pytorch

Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot

stock-selection-a-framework

This project demonstrates how to apply machine learning algorithms to distinguish "good" stocks from the "bad" stocks.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tfusion

CVPR2018: Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns

tf_word2vec

a tensorflow version of Word2Vec with a new loss

word2vec-tensorflow

使用word2vec进行中文词向量的 训练

youtube_recommendations

YouTube推荐算法

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.