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The Top 1,318 Sklearn Open Source Projects on Github

Ailearning ⭐ 32,543
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Tutorials ⭐ 8,562
机器学习相关教程
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！！】
Igel ⭐ 2,960
a delightful machine learning tool that allows you to train, test, and use models without writing code
Aws Machine Learning University Accelerated Nlp ⭐ 1,678
Machine Learning University: Accelerated Natural Language Processing Class
Karateclub ⭐ 1,500
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Ai Chatbot Framework ⭐ 1,498
A python chatbot framework with Natural Language Understanding and Artificial Intelligence.
Kserve ⭐ 1,312
Serverless Inferencing on Kubernetes
Capsgnn ⭐ 1,105
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Lambda Packs ⭐ 1,041
Precompiled packages for AWS Lambda
Sklearn Porter ⭐ 999
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
Traingenerator ⭐ 984
🧙 A web app to generate template code for machine learning
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
Aws Machine Learning University Accelerated Tab ⭐ 779
Machine Learning University: Accelerated Tabular Data Class
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Hungabunga ⭐ 625
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
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《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》；《菜菜的机器学习sklearn》
Graphwaveletneuralnetwork ⭐ 442
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
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
Simgnn ⭐ 438
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
Sklearn Classification ⭐ 402
Data Science Notebook on a Classification Task, using sklearn and Tensorflow.
Auto_ts ⭐ 380
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.
Cryptocurrencyprediction ⭐ 369
Predict Cryptocurrency Price with Deep Learning
Ai_competitions ⭐ 367
AI比赛相关信息汇总
Python Ai Assistant ⭐ 367
Python AI assistant 🧠
Daily Stock Forecast ⭐ 334
Daily Stock Forecasts using Machine Learning & Python
Sklearn Evaluation ⭐ 315
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
Attentionwalk ⭐ 286
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Profanity Check ⭐ 272
A fast, robust Python library to check for offensive language in strings.
Mozart ⭐ 257
An optical music recognition (OMR) system. Converts sheet music to a machine-readable version.
Textmining ⭐ 250
Python文本挖掘系统 Research of Text Mining System
Gam ⭐ 245
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
Mapie ⭐ 241
A scikit-learn-compatible module for estimating prediction intervals.
Machine_learning_and_deep_learning ⭐ 237
Emotion Recognition Using Speech ⭐ 230
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
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)的ML算法程序。
Openuba ⭐ 202
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]
Emlearn ⭐ 196
Machine Learning inference engine for Microcontrollers and Embedded devices
Machine Learning ⭐ 196
从零基础开始机器学习之旅
Data Science Notebook ⭐ 176
📖 每一个伟大的思想和行动都有一个微不足道的开始
Danmf ⭐ 170
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Machine Learning ⭐ 166
Implementation of different ML Algorithms from scratch, written in Python 3.x
Machine Learning Projects ⭐ 163
This repository consists of all my Machine Learning Projects.
Tensorflow Ml Nlp ⭐ 157
텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)
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。
Role2vec ⭐ 146
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Codeflare ⭐ 145
Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.
Fenchel Young Losses ⭐ 145
Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
Qlik Py Tools ⭐ 132
Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).
Automl_alex ⭐ 127
State-of-the art Automated Machine Learning python library for Tabular Data
Ds Ai Tech Notes ⭐ 127
📖 [译] 数据科学和人工智能技术笔记
Hcrystalball ⭐ 125
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
Ml Cheatsheet ⭐ 115
A constantly updated python machine learning cheatsheet
Stocks ⭐ 112
machine learning web app game where the user competes against the AI in picking stocks
Python Flask Sklearn Docker Template ⭐ 112
A simple example of python api for real time machine learning, using scikit-learn, Flask and Docker
Skpro ⭐ 93
Supervised domain-agnostic prediction framework for probabilistic modelling
Machine_learning ⭐ 92
Some fundamental machine learning and data-analysis techniques are explained through realistic examples.
Facial Expression Recognition Svm ⭐ 91
Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset
Cs 7641 Assignments ⭐ 87
CS 7641 - All the code
Bayesmark ⭐ 84
Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
Machinelearningalgorithm ⭐ 82
一些常用的机器学习算法实现
Sklearn Genetic Opt ⭐ 81
Hyperparameters tuning and feature selection, using evolutionary algorithms.
Sklearn Feature Engineering ⭐ 78
使用sklearn做特征工程
Rps Cv ⭐ 78
A Rock-Paper-Scissors game using computer vision and machine learning on Raspberry Pi
House Price Prediction ⭐ 77
房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右
Flask Angular Data Science ⭐ 74
Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learning-model-in-a-modern-web-application-flask-angular-docker-a657db075280
Ml_for_learner ⭐ 70
Implementations of the machine learning algorithm with Python and numpy
Mlatimperial2017 ⭐ 70
Materials for the course of machine learning at Imperial College organized by Yandex SDA
Data Analysis Science ⭐ 68
The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.
Tempo ⭐ 67
MLOps Python Library
Sine ⭐ 67
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Ml_code ⭐ 66
A repository for recording the machine learning code
Imbalanced Ensemble ⭐ 65
Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库
Flask Salary Predictor ⭐ 63
This is project predicts the salary of the employ based on the experience.
Covid19 Literature Clustering ⭐ 63
An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.
Sklearn Pmml Model ⭐ 61
A library to parse and convert PMML models into Scikit-learn estimators.
Coronavirus_visualization_and_prediction ⭐ 61
This repository tracks the spread of the novel coronavirus, also known as SARS-CoV-2. It is a contagious respiratory virus that first started in Wuhan in December 2019. On 2/11/2020, the disease is officially named COVID-19 by the World Health Organization.
Rgb Neural Net ⭐ 60
Physical visualisation of neural network learning using RGB leds, arduino and raspberry pi.
Reddit Stance Classifier ⭐ 56
A Flask webapp & Python scripts for predicting reddit users' political leaning, using their comment history.
Avito Demand ⭐ 54
Avito Demand Prediction Challenge 🏬
Facial Recognition Python Django ⭐ 53
Face detection and facial recognition along with recognized persons information fetched from database.
How To Mine Newsfeed Data And Extract Interactive Insights In Python ⭐ 52
A practical guide to topic mining and interactive visualizations
Datascience365 ⭐ 47
DataScience365
Sciblox ⭐ 46
sciblox - Easier Data Science and Machine Learning
Machine Learning ⭐ 45
Machine Learning for Social Scientists
Sklearn Cookbook Zh ⭐ 44
📖 [译] Scikit-learn 秘籍
Basis Expansions ⭐ 40
Basis expansion transformers in sklearn style.
Aspect Based Sentiment Analysis ⭐ 40
A python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.
Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38
NLP tutorial
Nama ⭐ 37
Fast, flexible name matching for large datasets
Sales Forecast Ml ⭐ 37
Web app to predict sales of a new product 📈
Cracking Kaggle Competitions ⭐ 36
Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.
Word2vecandtsne ⭐ 36
Scripts demo-ing how to train a Word2Vec model and reduce its vector space
Tymon ⭐ 35
An AI Assistant More Than a Toolkit
Douban_sentiment_analysis ⭐ 34
基于朴素贝叶斯实现的豆瓣影评情感分析
Open Solution Value Prediction ⭐ 34
Open solution to the Santander Value Prediction Challenge 🐠
Kmeans_elbow ⭐ 33
Code for determining optimal number of clusters for K-means algorithm using the 'elbow criterion'
Topic_modelling_financial_news ⭐ 32
Topic modelling on financial news with Natural Language Processing
Recommand Algorithme ⭐ 31
推荐算法实战(Recommend algorithm)
1-100 of 1,318 projects

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