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.

✭ 195

python python3 jupyter-notebook time-series automl sklearn time-series-analysis

Data Science Notebook

📖 每一个伟大的思想和行动都有一个微不足道的开始

✭ 196

shell machine-learning tensorflow data-science data-analysis numpy pandas notebook sklearn

Tensorflow Ml Nlp

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

✭ 176

jupyter-notebook tensorflow nlp chatbot numpy pandas transformer seq2seq sklearn xgboost logistic-regression random-forest nltk similarity sentiment-classification

Danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

✭ 161

python deep-learning machine-learning data-science clustering unsupervised-learning word2vec autoencoder sklearn

Emotion Recognition Using Speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

✭ 159

python deep-learning machine-learning keras neural-networks recurrent-neural-networks sklearn feature-extraction gradient-boosting

Fenchel Young Losses

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

✭ 152

python pytorch tensorflow sklearn

Mlmodels

mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...

✭ 145

python jupyter-notebook deep-learning machine-learning pytorch tensorflow computer-vision nlp keras automl sklearn hyperparameter-optimization nlu gluon

Data Analysis

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。

✭ 142

python3 jupyter-notebook data-analysis numpy pandas matplotlib kaggle sklearn scipy

Ml Cheatsheet

A constantly updated python machine learning cheatsheet

✭ 136

python machine-learning numpy pandas matplotlib sklearn scipy

Qlik Py Tools

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

✭ 135

python deep-learning machine-learning data-science keras analytics scikit-learn clustering sklearn forecasting

Machine Learning Projects

This repository consists of all my Machine Learning Projects.

✭ 135

python jupyter-notebook machine-learning classification numpy pandas deployment clustering matplotlib regression sklearn

Role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

✭ 134

python deep-learning machine-learning pytorch tensorflow research word2vec representation-learning sklearn gensim

Automl alex

State-of-the art Automated Machine Learning python library for Tabular Data

✭ 132

python machine-learning data-science ml automl sklearn xgboost hyperparameter-optimization machine-learning-library hyperparameter-tuning stacking

Ds Ai Tech Notes

📖 [译] 数据科学和人工智能技术笔记

✭ 131

python css data-science ai numpy notes matplotlib sklearn

Openuba

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]

✭ 127

python react nodejs machine-learning tensorflow security elasticsearch flask spark analytics cybersecurity anomaly-detection sklearn datascience elk information-security siem

Aws Machine Learning University Accelerated Nlp

Machine Learning University: Accelerated Natural Language Processing Class

✭ 1,695

Jupyter Notebook deep-learning machine-learning natural-language-processing mxnet sklearn gluon

Python Flask Sklearn Docker Template

A simple example of python api for real time machine learning, using scikit-learn, Flask and Docker

✭ 117

python docker flask scikit-learn sklearn

House Price Prediction

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

✭ 116

python machine-learning keras spider sklearn

Ai Chatbot Framework

A python chatbot framework with Natural Language Understanding and Artificial Intelligence.

✭ 1,564

python typescript HTML javascript CSS SCSS Dockerfile ai chatbot sklearn natural-language chatbots conversation nltk ai-chatbot-framework

Facial Expression Recognition Svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

✭ 110

python machine-learning scikit-learn sklearn svm

Stocks

machine learning web app game where the user competes against the AI in picking stocks

✭ 108

javascript python react flask pandas d3 sklearn

Skpro

Supervised domain-agnostic prediction framework for probabilistic modelling

✭ 107

python machine-learning framework data-science prediction sklearn

Tutorials

机器学习相关教程

✭ 9,616

python Jupyter Notebook machine-learning tensorflow neural-network numpy theano sklearn multiprocessing threading

Machinelearningalgorithm

一些常用的机器学习算法实现

✭ 84

python tensorflow keras regression sklearn

Ml code

A repository for recording the machine learning code

✭ 75

python deep-learning machine-learning tensorflow nlp keras neural-network artificial-intelligence scikit-learn clustering mnist cv sklearn logistic-regression bayesian pca svd

Karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

✭ 1,190

python machine-learning unsupervised-learning sklearn supervised-learning

Mlatimperial2017

Materials for the course of machine learning at Imperial College organized by Yandex SDA

✭ 71

jupyter-notebook deep-learning machine-learning keras scikit-learn theano sklearn practice yandex

My Journey In The Data Science World

📢 Ready to learn or review your knowledge!

✭ 1,175

python jupyter-notebook deep-learning machine-learning data-science deep-neural-networks data-visualization data-analysis big-data kaggle sklearn feature-extraction deep-learning-tutorial eda kaggle-competition deep-learning-algorithms data-cleaning

Sine

A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

✭ 67

python deep-learning machine-learning pytorch tensorflow unsupervised-learning torch sklearn gensim

Facial Recognition Python Django

Face detection and facial recognition along with recognized persons information fetched from database.

✭ 66

python python2 machine-learning django opencv sklearn

Coronavirus visualization and prediction

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.

✭ 62

python jupyter-notebook matplotlib sklearn

How To Mine Newsfeed Data And Extract Interactive Insights In Python

A practical guide to topic mining and interactive visualizations

✭ 61

html nlp natural-language-processing nlp-machine-learning text-mining sklearn crontab topic-modeling gensim tf-idf kmeans plots

Reddit Stance Classifier

A Flask webapp & Python scripts for predicting reddit users' political leaning, using their comment history.

✭ 52

python flask sklearn

Sklearn Porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

✭ 1,014

python machine-learning data-science scikit-learn sklearn

Capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

✭ 1,008

python deep-learning machine-learning pytorch tensorflow research sklearn convolution capsule-network

Lambda Packs

Precompiled packages for AWS Lambda

✭ 997

python pytorch tensorflow aws keras serverless opencv aws-lambda numpy pandas selenium sklearn spacy tesseract phantomjs lightgbm pillow

Open Solution Value Prediction

Open solution to the Santander Value Prediction Challenge 🐠

✭ 34

python deep-learning machine-learning data-science open-source education training sklearn xgboost reproducibility lightgbm competition

Machine Learning

Machine learning for Project Cognoma

✭ 30

python jupyter-notebook machine-learning sklearn classifier

Traingenerator

🧙 A web app to generate template code for machine learning

✭ 948

python deep-learning machine-learning pytorch tensorflow template website webapp scikit-learn sklearn

Ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

✭ 32,316

python javascript CSS Jupyter Notebook HTML shell nlp deeplearning lstm scikit-learn rnn regression sklearn svm dnn pca kmeans svd logistic adaboost apriori fp-growth naivebayes mahchine-leaning recommendedsystem

Pailab

a package for versioning, automatization and analysis of machine learning development

✭ 25

python tensorflow neural-network artificial-intelligence ml sklearn version-control

Machinelearningstocks

Using python and scikit-learn to make stock predictions

✭ 897

python machine-learning tutorial data-science trading scikit-learn guide stock algorithmic-trading quantitative-finance sklearn

Breast Cancer Prediction

Predicting the probability that a diagnosed breast cancer case is malignant or benign based on Wisconsin dataset

✭ 19

python jupyter-notebook regression sklearn

Computer Vision Action

computer vision learning, include python machine learning action; computer vision based on deep learning ;coursera deeplearning.ai and other cv learning materials collect ...

✭ 19

python jupyter-notebook deep-learning machine-learning computer-vision paper sklearn andrew-ng

Datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

✭ 814