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Data_analysis_portfolio ⭐ 120

This is a repository that I have created to showcase skills, share projects and track my progress in Data Analytics / Data Science related topics.

Ooda Flow Sdk Lib ⭐ 116

OODA workflow sdk library

Cloud-native, service based access to HDF data

Copulae ⭐ 113

Multivariate data modelling with Copulas in Python

Data_algebra ⭐ 112

Codd method-chained SQL generator and Pandas data processing in Python.

Meerschaum ⭐ 112

Create and manage data pipes with Meerschaum.

Probatus ⭐ 110

Validation of classifiers and data used to develop them

Textgridtools ⭐ 110

Read, write, and manipulate Praat TextGrid files with Python

Ml Resource ⭐ 110

A concise resource repository for machine learning

Ds100 Textbook Zh ⭐ 107

📖 [译] UCB DS100 数据科学的原理与技巧

Books related to AI/ML/DL/GENAI

Case Studies Python ⭐ 106

An introduction to the practicing neuroscientist to data analysis in Python

Pyprobables ⭐ 104

Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.

Logation ⭐ 103

Analyse your NGINX access logs and create beautiful maps of the locations from which people access your service.

Spectrochempy ⭐ 102

SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python

Dataanalysiswithpythonandpyspark ⭐ 102

Code repository for the "PySpark in Action" book

Patterns Devkit ⭐ 101

Data pipelines from re-usable components

Python_biologist ⭐ 101

Python Programming for Biologists

Ooda Flow ⭐ 99

Practical Python Data Viz Guide ⭐ 98

Resources for teaching & learning practical data visualization with python.

PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python

Tablexplore ⭐ 96

Table analysis and plotting application written in PySide2/PyQt5

Nbodykit ⭐ 93

Analysis kit for large-scale structure datasets, the massively parallel way

Covid 19 Casestudy And Predictions ⭐ 90

This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.

Tidypandas ⭐ 89

A grammar of data manipulation for pandas inspired by tidyverse

Dataknead ⭐ 89

Effortless conversion between data formats like JSON, XML and CSV

Estamos de mudança para o GitLab: https://gitlab.com/radar-parlamentar/radar.

Pymc Example Project ⭐ 87

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

Fast and explainable clustering in Python

Earth Observation Data Analysis Library

Airbyte_serverless ⭐ 83

Airbyte made simple (no UI, no database, no cluster)

Distance-based Analysis of DAta-manifolds in python

Cf Python ⭐ 83

A CF-compliant Earth Science data analysis library

Breast Cancer Risk Prediction ⭐ 83

Classification of Breast Cancer diagnosis Using Support Vector Machines

Gaussian mixture model for incomplete (missing or truncated) and noisy data

Data Science Articles ⭐ 82

A collection of my blogs on Data Science and Machine learning.

Logdissect ⭐ 82

CLI utility and Python module for analyzing log files and other data.

Python Eodhistoricaldata ⭐ 80

Download data from EOD historical data https://eodhd.com/ using Python, Requests and Pandas.

Ipychart ⭐ 80

The power of Chart.js with Python

Practice_python_projects ⭐ 80

Book on basic to intermediate level Python projects

Letourdataset ⭐ 80

Every cyclist and stage of the Tour de France (up to including 2023) in ~~two~~ four CSV files.

Python For Data And Media Communication Gitbook ⭐ 79

An open source book on Python tailed for communication students with zero background

Practicalmachinelearning ⭐ 79

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

Econometrics With Python ⭐ 77

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

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.

use the data scrapied from a third-party website to analyse chinese P2P industry(使用从第三方数据网站爬取的数据分析中国P2P)

Data driven report builder for the Python data ecosystem.

Python_ml_tutorial ⭐ 76

A complete tutorial in python for Data Analysis and Machine Learning

Fairlens ⭐ 76

Identify bias and measure fairness of your data

Piecewise Regression ⭐ 76

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

Seaborn Tutorial ⭐ 76

This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.

Dynamic data analysis over the web. The logic to your data dashboards.

Open Llm Leaderboard Report ⭐ 75

Weekly visualization report of Open LLM model performance based on 4 metrics.

Ds Student Resources ⭐ 74

Data Science Student Companion Notebooks and Data Lake

A python package that performs exploratory data analysis for users. Additionally, it generates 3 types of output files (cleaned CSV, plots and a text report).

Mastering Python Data Analysis ⭐ 74

Mastering-Python-Data-Analysis

EVTK (Export VTK) package allows exporting data to binary VTK files for visualization and data analysis

The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.

imexam is a python tool for simple image examination, and plotting, with similar functionality to IRAF's imexamine

Customer Lifetime Prediction Using Python ⭐ 72

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

Portfolio Guide ⭐ 72

A guide and summary to my projects and case studies.

Product Categorization Nlp ⭐ 70

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Prism is the easiest way to develop, orchestrate, and execute data pipelines in Python.

Scaleogram ⭐ 68

Scaleogram plot for Continuous Wavelet Transform made easy

a python package for the interfacial analysis of molecular simulations

Tools and code for ICESat-2 data analysis

The Sparks Foundation ⭐ 68

📌 This repo. Contains Basic - Advance level Machine learning / business analysis Projects. 👨‍💻

A Python library for performing geospatial data analysis which reimplements turf.js.

Business Analytics And Mathematics Python Book ⭐ 66

Advanced Business Analytics and Mathematics with Python (by @firmai)

extract and tweak data from electrochemical tests of cells

Facebook Data Analyzer ⭐ 65

📊Python script to analyze the contents of your Facebook data export

Bayesdataanalysiswithpymc ⭐ 64

Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis"

Python Examples ⭐ 64

Simple Python examples including data analysis, ETL, web scraping

Predator ⭐ 63

A multipurpose computer vision system focused on offline, private license plate recognition

Ascii_plots ⭐ 62

Convenience function for quick and dirty data analysis

Python bindings to interesting matlab libraries for data analysis

Data_analysis_with_python_and_pandas ⭐ 62

The Code belonging to my course "Data Analysis in Python and pandas"

100 Python Projects ⭐ 61

100 Python Projects

Cas Eval ⭐ 61

Clicks-Attention-Satisfaction Evaluation Model and Metric

Fast_dash ⭐ 61

Turn your Python functions into interactive apps! Fast Dash is an innovative way to deploy your Python code as interactive web apps with minimal code changes.

Eastmoney ⭐ 60

python requests + Django+ nodejs koa+ mysql to crawl eastmoney fund and stock data,for data analysis and visualiaztion .

Kobe Every Shot Ever ⭐ 59

A Los Angeles Times analysis of Every shot in Kobe Bryant's NBA career

Apachespark ⭐ 59

This repository will help you to learn about databricks concept with the help of examples. It will include all the important topics which we need in our real life experience as a data engineer. We will be using pyspark & sparksql for the development. At the end of the course we also cover few case studies.

Crazy Awesome Crypto ⭐ 58

A list of awesome crypto and blockchain projects

Curso de Ciência da Computação

BERT, LDA, and TFIDF based keyword extraction in Python

Staircase ⭐ 57

A powerful data analysis package based on mathematical step functions. Strongly aligned with pandas.

Folderstats ⭐ 57

Python module that collects detailed statistics from a folder structure

Python Data Analysis Workshop ⭐ 56

Workshop: Intro to Python for Data Analysis

Pyprocessmacro ⭐ 56

A Python library for moderation, mediation and conditional process analysis.

Data Analyst Roadmap ⭐ 55

Data-Analyst-Roadmap for Professionals. This roadmap contains 8 Chapters that can be completed in 8 weeks, whether you are a fresher in the field or an experienced professional who wants to transition into Data Analysis.

Ciencia De Dados Projetos ⭐ 55

Repositório para meus projetos de ciência de dados (Web scraping e automação + análise exploratória de dados + machine learning + sistema de recomendação)

Lapd Crime Classification Analysis ⭐ 54

A Los Angeles Times analysis of serious assaults misclassified by LAPD

Pychattr ⭐ 54

Python Channel Attribution (pychattr) - A Python implementation of the excellent R ChannelAttribution library

Pandas Cookbook Code Notes ⭐ 54

📖 Pandas Cookbook 带注释源码

Dask Awkward ⭐ 54

Native Dask collection for awkward arrays, and the library to use it.

Causeinfer ⭐ 54

Machine learning based causal inference/uplift in Python

Low-code Python library enabling access to APIs, tools, data sources in seconds.

Time series to visibility graphs.

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