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hyperopt-sklearn

Hyper-parameter optimization for sklearn

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

imbalanced-learn

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

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

interviews

Everything you need to know to get the job.

itmo_fs

Feature selection library in python

jupyterlab

JupyterLab computational environment.

lantern

蓝灯Windows下载 https://raw.githubusercontent.com/getlantern/lantern-binaries/master/lantern-installer.exe 蓝灯安卓下载 https://raw.githubusercontent.com/getlantern/lantern-binaries/master/lantern-installer.apk

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

lightgbm-doc-zh

LightGBM 中文文档

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

machinelearning-1

mmlspark

Microsoft Machine Learning for Apache Spark

models

Models and examples built with TensorFlow

neo4j

Graphs for Everyone

novel-coronavirus-updates

新增确诊新型冠状病毒肺炎统计数据（每日更新）

optuna

A hyperparameter optimization framework

paddlerec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

pandoc

Universal markup converter

plato

腾讯高性能分布式图计算框架Plato

ppdai_risk_evaluation

“魔镜杯”风控算法大赛 拍拍贷风控模型，接近冠军分数

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

primihub

Hyper Multi-Party computing platform

protobuf

Protocol Buffers - Google's data interchange format

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pycaret

pycaret-1

An open source, low-code machine learning library in Python