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/algorithm-1
Spencerai/algorithm-visualizer
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
Spencerai/anomaly-detection-resources
Anomaly detection related books, papers, videos and toolboxes
Spencerai/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Spencerai/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15个章节，近20万字。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
Spencerai/Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
Spencerai/hyperlearn
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Spencerai/Interview-code-practice-python
面试题
Spencerai/LeetCode_Python
LeetCode_Python
Spencerai/LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
Spencerai/LORE
LOcal Rule-based Exlanations
Spencerai/mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
Spencerai/nlp_course
YSDA course in Natural Language Processing
Spencerai/openrec
OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
Spencerai/paper_list
The papers and blog I read when I learning KG and speech
Spencerai/PersonRelationKnowledgeGraph
ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。
Spencerai/practicalAI
A practical approach to learning machine learning.
Spencerai/pwc
Papers with code. Sorted by stars. Updated weekly.
Spencerai/pyod
A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)
Spencerai/rulefit
Python implementation of the rulefit algorithm
Spencerai/scikit-kge
Python library to compute knowledge graph embeddings
Spencerai/scorecardpy
Scorecard Development in python, 评分卡
Spencerai/seldon-core
Machine Learning Deployment for Kubernetes
Spencerai/shap
A unified approach to explain the output of any machine learning model.
Spencerai/siamese_dssm
siamese dssm sentence_similarity sentece_similarity_rank tensorflow
Spencerai/Skater
Python Library for Model Interpretation/Explanations
Spencerai/statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
Spencerai/tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
Spencerai/xai
XAI - An eXplainability toolbox for machine learning
Spencerai/Xgboost-With-Imbalance-And-Focal-Loss
Small project to embed Weighted Imbalanced Loss and Focal Loss to Xgboost