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data-analysis x

machine-learning x

405 search results found

Scikit Learn ⭐ 57,160

scikit-learn: machine learning in Python

Streamlit ⭐ 29,794

Streamlit — A faster way to build and share data apps.

Ai Expert Roadmap ⭐ 27,583

Roadmap to becoming an Artificial Intelligence Expert in 2022

Gradio ⭐ 25,823

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Best Of Ml Python ⭐ 14,990

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Ydata Profiling ⭐ 11,983

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Mlcourse.ai ⭐ 9,376

Open Machine Learning Course

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Imbalanced Learn ⭐ 6,680

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

Data Analysis And Machine Learning Projects ⭐ 5,596

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Orange3 ⭐ 4,469

🍊 📊 💡 Orange: Interactive data analysis

Machine Learning Mindmap ⭐ 4,400

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Flyte ⭐ 4,380

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Data Science ⭐ 3,898

Collection of useful data science topics along with articles, videos, and code

Next generation of automated data exploratory analysis and visualization platform.

Awesome Geospatial ⭐ 3,703

Long list of geospatial tools and resources

Tablesaw ⭐ 3,328

Java dataframe and visualization library

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

a delightful machine learning tool that allows you to train, test, and use models without writing code

Lance ⭐ 3,003

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Xlearn ⭐ 3,000

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

Sweetviz ⭐ 2,687

Visualize and compare datasets, target values and associations, with one line of code.

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

Awesome Ts Anomaly Detection ⭐ 2,320

List of tools & datasets for anomaly detection on time-series data.

Dataframe ⭐ 2,129

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

Awesome Python Data Science ⭐ 2,126

Probably the best curated list of data science software in Python.

Secretflow ⭐ 2,101

A unified framework for privacy-preserving data analysis and machine learning

Nannyml ⭐ 1,695

nannyml: post-deployment data science in python

Ai For Security Learning ⭐ 1,571

安全场景、基于AI的安全算法和安全数据分析业界实践

General Assembly's 2015 Data Science course in Washington, DC

Spark Py Notebooks ⭐ 1,515

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Fklearn ⭐ 1,465

fklearn: Functional Machine Learning

Optimus ⭐ 1,446

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

Multi-class confusion matrix library in Python

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Dataprofiler ⭐ 1,310

What's in your data? Extract schema, statistics and entities from datasets

Hamilton ⭐ 1,272

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

Data Science On Gcp ⭐ 1,249

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Responsible Ai Toolbox ⭐ 1,187

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Clevercsv ⭐ 1,168

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

Scikit Learn Intelex ⭐ 1,116

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

Yt Channels Ds Ai Ml Cs ⭐ 1,084

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

Nfstream ⭐ 1,043

NFStream: a Flexible Network Data Analysis Framework.

Kangas ⭐ 1,015

🦘 Explore multimedia datasets at scale

Skrub ⭐ 1,012

Prepping tables for machine learning

Data Juicer ⭐ 994

A one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大语言模型提供更高质量、更丰富、更易”消化“的数据！

This repository helps you understand python from the scratch.

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Cookbook 2nd ⭐ 773

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

ELKI Data Mining Toolkit

Rumale is a machine learning library in Ruby

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

oneAPI Data Analytics Library (oneDAL)

Machine Learning ⭐ 537

Practical Full-Stack Machine Learning

Cookbook 2nd Code ⭐ 532

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Machine_learning_and_deep_learning ⭐ 492

Amazing Feature Engineering ⭐ 485

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Hands On Data Analysis With Pandas 2nd Edition ⭐ 473

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

Must Read Papers For Ml ⭐ 446

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

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

Hands On Data Analysis With Pandas ⭐ 390

Materials for following along with Hands-On Data Analysis with Pandas.

Articles ⭐ 386

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

Iclr2020 Openreviewdata ⭐ 355

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

Pydatalab ⭐ 347

open source for wechat-official-account (ID: PyDataLab)

Build & deploy geospatial applications quick and easy.

Sealion ⭐ 328

The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.

Data Science Hacks ⭐ 300

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

Datascience_course ⭐ 289

Curso de Data Science em Português

Datacamp Project Solutions Python ⭐ 275

DataCamp Project Solutions

Data Science ⭐ 269

Projects and awesome list for all Data Science fields

Ocaml Jupyter ⭐ 261

An OCaml kernel for Jupyter (IPython) notebook

Lagoujob ⭐ 250

Job data mining repo for lagou.com

Awesome Python Data Science Books ⭐ 242

Probably the best curated list of data science books in Python

Padasip ⭐ 236

Python Adaptive Signal Processing

Quantitative Notebooks ⭐ 233

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

Ml Capsule ⭐ 207

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

Data Science Resources ⭐ 199

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

Deeplearning Notes ⭐ 194

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Time Series Analysis With Python Cookbook ⭐ 183

Time Series Analysis with Python Cookbook, published by Packt

Datascience_interview_questions ⭐ 181

My Solutions to 120 commonly asked data science interview questions.

TipDM建模平台，开源的数据挖掘工具。

Data Science Live Book ⭐ 177

An open source book to learn data science, data analysis and machine learning, suitable for all ages!

A simple Spark-powered ETL framework that just works 🍺

Datasciencevm ⭐ 161

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

Visualize_ml ⭐ 160

Python package for consolidated and extensive Univariate,Bivariate Data Analysis and Visualization catering to both categorical and continuous datasets.

Machine Learning And Data Analysis Coursera Yandex Mipt ⭐ 152

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT

Tennis Crystal Ball ⭐ 150

Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction

Data Visualization ⭐ 149

Collection of interactive Jupiter Notebook widgets and graphs.

Machinelearning ⭐ 146

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/ Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and central unsupervised learning algorithms.

Machine_learning_for_good ⭐ 145

Machine learning fundamentals lesson in interactive notebooks

Data Science Learning Material ⭐ 139

These are Github repositories for all data science material I feel important. I would update it daily.

Langchain Js Realworld ⭐ 138

Langchain realworld examples in JS

Datasist ⭐ 137

A Python library for easy data analysis, visualization, exploration and modeling

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