lei-cai Goto Github PK

deepie

DeepIE: Deep Learning for Information Extraction

java-jpmml_evaluator

Java Evaluator API for PMML

ml-awesome_machine_learning

A curated list of awesome Machine Learning frameworks, libraries and software.

ml-calex_repos

The something for machine learning

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。

ml-sklearn_doc

:book: [译] scikit-learn（sklearn） 中文文档

ml-xgboost_vs_lightgbm

Comparison of XGBoost and LightGBM (speed, accuracy and complexity)

nlp-agriculture_knowledge_graph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

nlp-chinese_words_library

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

nlp-jieba

结巴中文分词

nlp-word_vectors

Pre-trained word vectors of 30+ languages

paddlenlp

Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications.

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

python-missingno

Missing data visualization module for Python.

rec-calex_repos

Some material of recommendation system

rec-deep_ctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

rec-deep_ctr1

rec-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

spark-calex_pyspark_repos

Pyspark相关操作

spark-spark_learning

Learning Apache spark,including code and data .Most part can run local.

tf-repos

TensorFlow Script

tf-tensorflow

Computation using data flow graphs for scalable machine learning

tf-tensorflow_101

learn code with tensorflow

tf-tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tf-tensorflow_template_application

TensorFlow template application for deep learning

wd-calex_repos