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followers: 1.0 following: 11.0 repos: 154.0 gists: 0.0

Name: alian

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alian's Projects

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

sentence-transformers

Sentence Embeddings with BERT & XLNet

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

simcse

SimCSE: Simple Contrastive Learning of Sentence Embeddings

sparrowrecsys

A Deep Learning Recommender System

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

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

teachyourselfcs-cn

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

tech-interview-handbook

💯 Materials to help you rock your next coding interview

tech_aarticle

深度学习模型在各大公司实战落地细节解读：主要是通过阅读各种实战文章，梳理模型落地的工程细节，涉及到搜索/推荐/自然语言处理。

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-dataset-tutorial

Notebook for my medium article about how to use Dataset API in TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-project-template

A best practice for tensorflow project template architecture.

tensorflow_template_application

TensorFlow template application for deep learning

terminal

The new Windows Terminal, and the original Windows console host -- all in the same place!

text_classification

all kinds of text classification models and more with deep learning

text_classification-1

Text Classification Algorithms: A Survey

text_matching

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

tf_serving_example

Deployment of TensorFlow models into production with TensorFlow Serving, Docker, Kubernetes and Microsoft Azure

the-story-of-heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned"

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

uer-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

word2vec

This is a clone of an SVN repository at http://word2vec.googlecode.com/svn/trunk. It had been cloned by http://svn2github.com/ , but the service was since closed. Please read a closing note on my blog post: http://piotr.gabryjeluk.pl/blog:closing-svn2github . If you want to continue synchronizing this repo, look at https://github.com/gabrys/svn2github

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