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The Top 2,233 Sklearn Open Source Projects

Ailearning ⭐ 34,428
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8most recent commit a month ago
Tutorials ⭐ 8,562
机器学习相关教程
most recent commit 2 years ago
Auto Sklearn ⭐ 6,719
Automated Machine Learning with scikit-learn
dependent packages 15total releases 42most recent commit 21 hours agopypi auto-sklearn} Downloads
Sklearn Doc Zh ⭐ 4,680
📖 [译] scikit-learn（sklearn） 中文文档
total releases 3most recent commit 7 months ago
Hands On Ml Zh ⭐ 3,536
📖 [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
most recent commit a year ago
Igel ⭐ 2,964
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit a year ago
Sklearn Pandas ⭐ 2,632
Pandas integration with sklearn
dependent packages 39total releases 27most recent commit 6 months agopypi sklearn-pandas} Downloads
Deeplearning ⭐ 2,347
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
most recent commit 3 years ago
Category_encoders ⭐ 2,146
A library of sklearn compatible categorical variable encoders
dependent packages 87total releases 26most recent commit 11 days agopypi category-encoders} Downloads
Aws Machine Learning University Accelerated Nlp ⭐ 2,006
Machine Learning University: Accelerated Natural Language Processing Class
most recent commit 9 days ago
Kserve ⭐ 1,959
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 8total releases 24most recent commit a day agopypi kfserving} Downloads
Karateclub ⭐ 1,807
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106most recent commit 13 days agopypi karateclub} Downloads
Awesome Python Data Science ⭐ 1,743
Probably the best curated list of data science software in Python.
most recent commit 6 days ago
Ai Chatbot Framework ⭐ 1,694
A python chatbot framework with Natural Language Understanding and Artificial Intelligence.
most recent commit 3 months ago
Multicore Tsne ⭐ 1,513
Parallel t-SNE implementation with Python and Torch wrappers.
dependent packages 9total releases 3most recent commit 2 years agopypi MulticoreTSNE} Downloads
Hyperopt Sklearn ⭐ 1,387
Hyper-parameter optimization for sklearn
dependent packages 1total releases 2most recent commit 2 months agopypi hpsklearn} Downloads
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 7 months ago
Rasa_nlu_chi ⭐ 1,374
Turn Chinese natural language into structured data 中文自然语言理解
most recent commit 2 months ago
Traingenerator ⭐ 1,184
🧙 A web app to generate template code for machine learning
most recent commit 7 months ago
Capsgnn ⭐ 1,166
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit 3 months ago
Sklearn Porter ⭐ 1,150
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
total releases 20most recent commit 8 months ago
Lambda Packs ⭐ 1,080
Precompiled packages for AWS Lambda
most recent commit 2 months ago
Sparkit Learn ⭐ 1,054
PySpark + Scikit-learn = Sparkit-learn
total releases 13most recent commit 2 years ago
Imodels ⭐ 1,013
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 2total releases 26most recent commit 6 days agopypi imodels} Downloads
Aws Machine Learning University Accelerated Tab ⭐ 924
Machine Learning University: Accelerated Tabular Data Class
most recent commit 8 days ago
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit 2 years ago
Pyda 2e Zh ⭐ 824
📖 [译] 利用 Python 进行数据分析 · 第 2 版
total releases 2most recent commit 2 years ago
Hands On Data Analysis ⭐ 816
动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果
most recent commit 18 days ago
Pyfm ⭐ 770
Factorization machines in python
most recent commit 3 years ago
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
most recent commit 3 years ago
Onelinerhub ⭐ 675
2.5k code solutions with clear explanation @ onelinerhub.com
most recent commit 2 months ago
Sklearn Deap ⭐ 649
Use evolutionary algorithms instead of gridsearch in scikit-learn
total releases 13most recent commit 2 years ago
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
dependent packages 1total releases 16most recent commit 2 years agopypi hyperparameter-hunter} Downloads
Mapie ⭐ 629
A scikit-learn-compatible module for estimating prediction intervals.
total releases 13most recent commit 2 days ago
Hungabunga ⭐ 625
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
most recent commit 3 years ago
Rep ⭐ 596
Machine Learning toolbox for Humans
dependent packages 1total releases 4most recent commit 3 years agopypi rep} Downloads
Deep Learning From Scratch ⭐ 590
《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《
most recent commit a year ago
Python Ai Assistant ⭐ 559
Python AI assistant 🧠
most recent commit 2 months ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit 23 days ago
Ai_competitions ⭐ 539
AI比赛相关信息汇总
most recent commit 9 days ago
Auto_ts ⭐ 509
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
total releases 31most recent commit 4 months ago
Jpmml Sklearn ⭐ 499
Java library and command-line application for converting Scikit-Learn pipelines to PMML
total releases 126most recent commit 5 days ago
Graphwaveletneuralnetwork ⭐ 480
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit 3 months ago
Profanity Check ⭐ 456
A fast, robust Python library to check for offensive language in strings.
dependent packages 2total releases 4most recent commit 6 months agopypi profanity-check} Downloads
Apachecn Dl Zh ⭐ 454
ApacheCN 深度学习译文集
total releases 9most recent commit 5 months ago
The Elements Of Statistical Learning Python Notebooks ⭐ 441
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
most recent commit 2 years ago
Recommendersystems ⭐ 421
推荐系统
most recent commit 4 years ago
Tune Sklearn ⭐ 417
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
dependent packages 7total releases 21most recent commit 2 months agopypi tune-sklearn} Downloads
Sklearn Onnx ⭐ 403
Convert scikit-learn models and pipelines to ONNX
dependent packages 29total releases 29most recent commit 4 days agopypi skl2onnx} Downloads
Sklearn Classification ⭐ 402
Data Science Notebook on a Classification Task, using sklearn and Tensorflow.
most recent commit 5 years ago
Mozart ⭐ 400
An optical music recognition (OMR) system. Converts sheet music to a machine-readable version.
most recent commit 5 months ago
Machine Learning ⭐ 397
Implementation of different ML Algorithms from scratch, written in Python 3.x
most recent commit 7 months ago
Blocklyml ⭐ 391
BlocklyML is a simple visual programming Tool for python and ML. 🧩 🖥️
most recent commit 2 months ago
Scikit Learn Contrib ⭐ 387
scikit-learn compatible projects
most recent commit 3 months ago
Sklearn Crfsuite ⭐ 381
scikit-learn inspired API for CRFsuite
dependent packages 68total releases 9most recent commit a year agopypi sklearn-crfsuite} Downloads
Cryptocurrencyprediction ⭐ 369
Predict Cryptocurrency Price with Deep Learning
most recent commit 3 years ago
Sklearn Theano ⭐ 368
Scikit-learn compatible tools using theano
most recent commit 6 years ago
Sklearn Evaluation ⭐ 368
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
total releases 32most recent commit 21 hours ago
Emotion Recognition Using Speech ⭐ 343
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
most recent commit 3 months ago
Daily Stock Forecast ⭐ 334
Daily Stock Forecasts using Machine Learning & Python
most recent commit 3 years ago
Thesemicolon ⭐ 312
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
most recent commit 5 years ago
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit 3 months ago
Ctrnet Tool ⭐ 285
This's the tool for CTR, including FM, FFM, NFFM and so on.
most recent commit 4 years ago
Recsys_core ⭐ 268
[电影推荐系统] Based on the movie scoring data set, the movie recommendation system is built with FM and LR as the core(基于爬取的电影评分数据集，构建以FM和LR为核心的电影推荐系统).
most recent commit a year ago
Openuba ⭐ 264
A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]
most recent commit 2 months ago
Gam ⭐ 257
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
most recent commit 3 months ago
Sklearnflask ⭐ 256
Flask API for training and predicting using scikit learn models
most recent commit 4 years ago
Textmining ⭐ 250
Python文本挖掘系统 Research of Text Mining System
most recent commit 5 years ago
Hypergbm ⭐ 250
A full pipeline AutoML tool for tabular data
total releases 6most recent commit 3 days ago
Textclassificationimplement ⭐ 242
’达观杯‘文本智能处理挑战赛，文本分类任务的实现，包括一些传统的监督学习算法和深度学习算法，主要基于
most recent commit 4 years ago
Apachecn Ds Zh ⭐ 237
📖 [译] ApacheCN 数据科学译文集
total releases 14most recent commit 5 months ago
Sklearn Genetic ⭐ 234
Genetic feature selection module for scikit-learn
total releases 7most recent commit 7 months ago
Emlearn ⭐ 233
Machine Learning inference engine for Microcontrollers and Embedded devices
total releases 22most recent commit a month ago
Skift ⭐ 231
scikit-learn wrappers for Python fastText.
total releases 18most recent commit 8 months ago
Machine Learning For Beginner By Python3 ⭐ 225
为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)
most recent commit 3 years ago
Mnist_tutorial ⭐ 222
A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.
most recent commit 2 years ago
Lihang_algorithms ⭐ 219
用python和sklearn两种方法实现李航《统计学习方法》中的算法
most recent commit 5 years ago
Porndetector ⭐ 219
Porn images detector with python, tensorflow, scikit-learn and opencv.
most recent commit 5 years ago
Sklearn ⭐ 212
bits of sklearn ported to Go #golang
dependent packages 1total releases 1most recent commit 3 years ago
Bayesboost ⭐ 206
Bayesian Optimization using xgboost and sklearn API
most recent commit 7 years ago
Parfit ⭐ 199
A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with visualization routines.
total releases 23most recent commit 3 years ago
Daily Dose Of Data Science ⭐ 197
A collection of code snippets from the publication Daily Dose of Data Science on Substack: https://avichawla.substack.com.
most recent commit 2 days ago
Machine Learning ⭐ 196
从零基础开始机器学习之旅
most recent commit 4 years ago
Data_grand ⭐ 195
2018达观杯文本智能处理挑战赛 Top10解决方案（10/3830）
most recent commit 4 years ago
Box Plots Sklearn ⭐ 194
An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.
most recent commit 4 years ago
Sklearn Build Lambda ⭐ 189
Build the numpy/scipy/scikitlearn packages and strip them down to run in Lambda
most recent commit 5 years ago
Danmf ⭐ 184
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit 3 months ago
Bag Of Words ⭐ 182
Python Implementation of Bag of Words for Image Recognition using OpenCV and sklearn
most recent commit 6 years ago
Sklearn Genetic Opt ⭐ 181
Hyperparameters tuning and feature selection, using evolutionary algorithms.
total releases 40most recent commit 16 days ago
Tencent Contest ⭐ 177
most recent commit 5 years ago
Fenchel Young Losses ⭐ 175
Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
most recent commit 3 months ago
Persimmon ⭐ 168
A visual dataflow programming language for sklearn
total releases 5most recent commit 3 years ago
Py_ml_utils ⭐ 167
Some small utility modules to help with pandas, numpy and sklearn usage in other projects
most recent commit 4 years ago
Time_series_prediction ⭐ 167
This is the code for "Time Series Prediction" By Siraj Raval on Youtube
most recent commit 4 years ago
Codeflare ⭐ 165
Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.
total releases 4most recent commit 6 months ago
Autosklearn Zeroconf ⭐ 163
autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines for best precision/recall.
most recent commit 3 years ago
Machine Learning Projects ⭐ 163
This repository consists of all my Machine Learning Projects.
most recent commit 2 years ago
Tensorflow Ml Nlp ⭐ 157
텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)
most recent commit 2 years ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit 3 months ago
Data Analysis ⭐ 155
主要是爬虫与数据分析项目总结，外加建模与机器学习，模型的评估。
most recent commit a year ago
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