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Data Science Machine Learning ⭐ 88

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.

Pymc Example Project ⭐ 87

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Data Science Notebooks ⭐ 86

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

Mindwave ⭐ 86

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.

Arch Data Science ⭐ 83

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Docker Alpine Python Machinelearning ⭐ 78

Small Docker image with Python Machine Learning tools (~180MB) https://hub.docker.com/r/frolvlad/alpine-python-ma

Hyperspectral_image_analysis_simplified ⭐ 77

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Docker Python Deep Learning ⭐ 74

A container for Deep Learning with Python 3

Credit Risk Modelling ⭐ 71

Credit Risk analysis by using Python and ML

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Data Science Introduction With Python ⭐ 70

Python 数据科学导论 | Data Science Introduction with Python

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Spacy_conll ⭐ 67

Pipeline component for spaCy (and other spaCy-wrapped parsers such as spacy-stanza and spacy-udpipe) that adds CoNLL-U properties to a Doc and its sentences and tokens. Can also be used as a command-line tool.

Data Science And Machine Learning Projects Dojo ⭐ 67

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

This repository hosts the source code for the website tidy-finance.org

Python PMML scoring library

Examples ⭐ 60

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

Stock Prediction ⭐ 57

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Alfred Workflow for TensorFlow, PyTorch, Scikit-learn, NumPy, Pandas, Matplotlib, Statsmodels, Jax, RLLib API Docs

A Detector ⭐ 56

⭐ An anomaly-based intrusion detection system.

Lapd Crime Classification Analysis ⭐ 54

A Los Angeles Times analysis of serious assaults misclassified by LAPD

Python For Data Science ⭐ 53

This is the repository for the course Python for Data Science covering Python Basics, Data Science Libraries (e.g., Pandas, Matplotlib, Sklearn).

Mbti Personality Classifier ⭐ 51

A model which uses your social media posting predict your MBTI personality type.

Quick Notes For Ml Ds ⭐ 49

It contains interview preparation notes provided by iNeuron, important links, MLOps resources

A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn friendly interface in an effort to expedite the modeling process.

Veridical Flow ⭐ 48

Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.

Datascience365 ⭐ 47

Algorithmic Trading ⭐ 46

Algorithmic trading using machine learning.

Dstoolbox ⭐ 45

Tools that make working with scikit-learn and pandas easier.

Datasciencewithpython ⭐ 43

Learn Data Science with focus on adding value with the most efficient tech stack.

SciKIt-learn Pipeline in PAndas

Recurrent Neural Network Pricing Model ⭐ 42

Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. (Includes: Data, Case Study Paper, Code)

Hh_research ⭐ 41

Автоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.

Work At Olist Data ⭐ 41

Apply for a job at Olist's Data Team: https://olist.gupy.io/

Curso Ciencia Datos ⭐ 40

Curso de Ciencia de datos

Cracking Kaggle Competitions ⭐ 40

Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.

Data Science Regular Bootcamp ⭐ 39

Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.

Soomvaar ⭐ 39

Soomvaar is the repo which 🏩 contains different collection of 👨‍💻🚀code in Python and 💫✨Machine 👬🏼 learning algorithms📗📕 that is made during 📃 my practice and learning of ML and Python✨💥

Kaggle Courses ⭐ 39

Courses on Kaggle

A Python library for machine-learning and feedback loops on streaming data

Machine Learning ⭐ 38

Python, data analysis, machine learning...

Sageworks ⭐ 36

SageWorks: An easy to use Python API for creating and deploying SageMaker Models

Ai_chatbot_class ⭐ 36

인공지능 챗봇과 딥러닝 자연어 처리 교육 자료 정리

Machine Learning Basics ⭐ 34

Tutorial on Machine Learning Basics with Python

Intro_ml_with_python_2nd_revised ⭐ 33

<파이썬 라이브러리를 활용한 머신러닝 (번역개정2판)>의 코드 저장소

Python Course ⭐ 33

Python Basics, Machine Learning and Deep Learning

Five Minute Midas ⭐ 32

Predicting Profitable Day Trading Positions using Decision Tree Classifiers. scikit-learn | Flask | SQLite3 | pandas | MLflow | Heroku | Streamlit

Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified

Machine Learning Alpine ⭐ 31

Alpine Container for Machine Learning

Loan Defaulter Prediction Machine Learning ⭐ 31

Prediction of loan defaulter based on more than 5L records using Python, Numpy, Pandas and XGBoost

Kaggle Courses ⭐ 31

Kaggle courses and tutorials to get you started in the Data Science world.

Python_for_datascience ⭐ 31

[Video]Colab Notebooks for Python for Data Science by Pearson

Python_for_ml ⭐ 30

brief introduction to Python for machine learning

NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-learn and h2o extension classes (as well as caret classes for python). See more here: https://tgsmith61591.github.io/skutil

Nostradamus ⭐ 30

🧠 An open-source machine learning application for analyzing software defect reports extracted from bug tracking systems.

Zhihu_zhuanlan_recommend ⭐ 30

整理知乎ML/NLP/DL相关领域的专栏信息，计算专栏推荐指数，同时推荐受欢迎文章。

Foreshadow ⭐ 29

An automatic machine learning system

Python library for easy and fast ML-based & conventional imputation techniques.

Rahul_raoniar_blogs ⭐ 28

Contains code and data for "The Researchers' Guide" Medium blogs

Real_estate_ml ⭐ 28

Machine Learning for Real Estate

A low-level execution library for analytic data processing.

Trilha De Estudos De Data Science ⭐ 28

Técnicas e recursos para estudar ciência de dados.

Predict Opioid Prescribers ⭐ 28

A pattern focusing on how to use scikit learn and python in Watson Studio to predict opioid prescribers based off of a 2014 kaggle dataset.

feng - feature engineering for machine-learning champions

<혼자 공부하는 데이터 분석 with 파이썬>의 코드 저장소

Skillshare Data Science ⭐ 27

Skillshare Data Science and Business Analytics in Python

Extract color palette from an image with k-means and k-NN // Project for the AI/ML class at Hanyang University

Data Science Projects With Python ⭐ 26

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

Data Analyst Nanodegree ⭐ 26

Kai Sheng Teh - Udacity Data Analyst Nanodegree

Lending Club ⭐ 25

Applying machine learning to predict loan charge-offs on LendingClub.com

4th_umpire ⭐ 25

ML and Django based web-app that predicts result of IPL matches. Made for Code Fun Do

Product of Pragmatic AI Labs: Machine Learning, Statistics and Utilities around Developer Productivity, Company Productivity and Project Productivity

Spotify_song_recommender ⭐ 24

This project leverages spotify's api and provided user playlists to create and tune a neural network model that generates song recommendations based off of song data in provided playlists.

Streamlit For Datascience ⭐ 24

The Streamlit for Data Science shows how to build interactive data apps powered by data visualization and machine learning!!

Intro To Machine Learning ⭐ 24

Introduction to Machine Learning

Myhomesmart Hass Appdeamon ⭐ 24

I have a dream: to give HomeAssistant the ability to reason and perform actions logically and comprehensively, using AppDaemon, Sklearn, and Decision Tree.

Pyradigm ⭐ 24

Research data management in biomedical and machine learning applications

Machine Learning With Iris Dataset ⭐ 24

Data Visualization and Machine Learning with Iris Dataset.

Python For Data Professionals ⭐ 23

This course is designed to get a good grip on python programming, logic building, solving algorithm-based questions, data structures, understanding of data analytics, working with pandas, professional practices, and API building.

A machine learning system that predicts fpl points of players

Machine Learning Capstone Project ⭐ 22

This is the final project for the Udacity Machine Learning Nanodegree: Predicting article retweets and likes based on the title using Machine Learning

Machine Learning For Dummies ⭐ 22

Series of talks/workshops aimed at guiding newcomers through Python basics, Data Analysis and Machine Learning.

Data Science Learning Paths ⭐ 22

Practical data science courses - from basic to intermediate

Mlmachine ⭐ 22

mlmachine accelerates machine learning experimentation

ByteHub: making feature stores simple

Stock Option Analytics ⭐ 21

Stocks and options picking. Tries to contain predictive analytics, recommendations, and calculators.

Ml_api_covid ⭐ 21

This is the API Code for my tutorial article. It paints a picture for developing a machine learning Python API from start to finish and provides help in more difficult areas like the setup with AWS Lambda.

Evalutils ⭐ 20

evalutils helps users create extensions for grand-challenge.org

Spot_price_machine_learning ⭐ 20

Machine Learning for Spot Prices

Nancorrmp ⭐ 20

Parallel correlation calculation of big numpy arrays or pandas dataframes with NaNs and infs.

Ml Workflow Automation ⭐ 20

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

Datascipy ⭐ 20

Data Science with Python

Learn Pandas ⭐ 20

Learning pandas, sklearn, numpy in Cantonese!

Turma Introducao 2019.1 ⭐ 20

Material for the ML/DS course developed by DATA for 2019.

Python Machine Learning Mini Course Zh Tw ⭐ 20

Python Machine Learning Mini-Course 繁體中文版

Data Processing And Visualization ⭐ 19

This document forms the basis of several workshops/talks that get into everyday programming with R, but also includes mirrored code in Python as Jupyter notebooks.

Pytrader ⭐ 19

System Trading using Kiwoom OpenAPI+

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