Pinned Repositories
500LineorLess_CN
500 line or less 中文翻译计划。
500lines
500 Lines or Less
ad_examples
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
AIX360
Open Source library to support interpretability and explainability of data and machine learning models
algorithm
Leetcode/剑指offer/经典算法题型
algorithm-1
algorithm-visualizer
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
alibi
Algorithms for monitoring and explaining machine learning models
Spencerai's Repositories
Spencerai/altair
Declarative statistical visualization library for Python
Spencerai/Analysing-Machine-Learning-Models-with-Yellowbrick
Spencerai/arXausality
A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.
Spencerai/awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Spencerai/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Spencerai/CLRS
📚 Solutions to Introduction to Algorithms Third Edition
Spencerai/dagster
Dagster: A programming model for data applications.
Spencerai/Daily
这是何红亮同学保存每日记录的地方，GitHub上的第一个目录。
Spencerai/datascience
Curated list of Python resources for data science.
Spencerai/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Spencerai/DeepClustering
Deep Clustering
Spencerai/dephell
:package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump version.
Spencerai/DrWhy
DrWhy is the collection of tools for Explainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.
Spencerai/feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
Spencerai/fklearn
fklearn: Functional Machine Learning
Spencerai/flask_vue_ML
后端+前端+算法模型，机器学习项目完整体系搭建。Flask + vue + ML, full stack machine learning project construction.
Spencerai/geomancer
Automated feature engineering for geospatial data
Spencerai/Kaggle_Competition_Treasure
Describe past Kaggle solutions
Spencerai/knowledge-graph-learning
A curated list of awesome knowledge graph tutorials, projects and communities.
Spencerai/koalas
Koalas: Pandas API on Apache Spark
Spencerai/leetcode-5
leetcode题解，记录自己的leecode解题之路。
Spencerai/ml_pipelines
Using Kafka-Python to illustrate a ML production pipeline
Spencerai/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Spencerai/neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks
Spencerai/NeuRec
Next RecSys Library
Spencerai/one-python-craftsman
"One Python Craftsman" is a collection of articles on how to write better python codes.
Spencerai/ProductKnowledgeGraph
GoodsKG, a knowledge graph that contains the product-product hierarchy and producer sales goods relationship, which sum up to 1300 products and more than 90000 brands, 基于京东网站的商品上下级概念，商品品牌之间关系，商品描述维度等知识库，基于该知识库可以支持商品属性库构建，商品销售问答，品牌物品生产等知识查询服务，也可用于情感分析等下游应用．
Spencerai/RecommenderSystems
Spencerai/SparkInternals
Notes talking about the design and implementation of Apache Spark
Spencerai/xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)