carrychang Goto Github PK

followers: 104.0 following: 165.0 repos: 221.0 gists: 0.0

Name: CarryChang

Type: User

Company: Bytes Inc.

Bio: I like to train Deep Neural Nets on large datasets.

Twitter: CarryChang4

Location: Shanghai

Blog: lanqiao.cn/users/1421410

CarryChang's Projects

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

tensorflow-xnn

Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.

tetx-cnn-baseline

Tetx-CNN BaseLine在2000条人工选取的正负语料上，在二分类上准确度以%94.1上超过了SnowNLP的%93.75情感分析准确度，还可以继续微调模型的参数。添加flask后端推理API，修改了全局model load的方式，增加了模型推理的速度，使用nginx搭配Gunicorn启动Flask，使用虚拟环境搭配sh的启动方式，可以直接对model进行一键重启，并有错误日志监控

text-pairs-relation-classification

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

tfx

TFX is an end-to-end platform for deploying production ML pipelines

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

tomorrow

Magic decorator syntax for asynchronous code in Python

torch-light

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

transformer-xl-chinese

transformer xl在中文文本生成上的尝试（效果意外的好，可写小说、古诗）（transformer xl for text generation of chinese）

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

本软件包括对于百度外卖平台的原始评论采集、评论情感计算并分类展示、以及对于用户打分、服务评分等结构化数据进行可视化三个主要功能模块。本软件的主要技术特征在于改造和使用了网络爬虫，来为本软件提供实时数据采集的能力，并将评论情感极性分析和用户打分相结合，在首先考虑用户打分的情况下，再对用户评论进行情感极性分析，通过两者综合考虑，即可解决由于部分用户打分和具体评论情感不一致的问题，增加了平台对于 UGC（User Generated Content）展示的质量，最后对用户打分的结构化数据进行统计和可视化分析，对用户评论信息和售卖情况更加直观的展示。

carrychang Goto Github PK

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