lmy86263

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

sqlova

ChineseNlpCorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

anserini

Anserini is a Lucene toolkit for reproducible information retrieval research

java-string-similarity

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

kenlm

KenLM: Faster and Smaller Language Model Queries

statistic

collecting books, papers and docs.

ALiPy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-graph-representation-learning

A curated list of awesome graph representation learning.

BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

InferSent

InferSent sentence embeddings

pykg2vec

Python library for knowledge graph embedding and representation learning.

like2vec

Like2Vec is a neaborhood based recommendation algorithm that uses network embeddings to create latent representations of transactional history

sequence_clustering

寻找最相似的序列（聚类）

fuzzywuzzy

Fuzzy String Matching in Python

textdistance

📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

rankrecommend

A rooted-pagerank based link recommendation system for directed graphs. Specific app which scrapes github and recommends people to follow.

graph-data-science

Source code for the Neo4j Graph Data Science library of graph algorithms.

MatchZoo-py

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

communities

Library of community detection algorithms and visualization tools

Knowledge-Graph-And-Visualization-Demo

There are 2D-Search and 3D-Graph-View for knowledge graph visualization.

Synonyms

:herb: 中文近义词：聊天机器人，智能问答工具包

Time-NLP

中文语句中的时间语义识别。即通过分析中文语句，识别出话语中提到的时间。