Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/biolab/orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
classification clustering data-mining data-science data-visualization decision-trees machine-learning numpy orange orange3 pandas plotting python random-forest regression scikit-learn scipy visual-programming visualization
Last synced: 03 Jul 2024
https://github.com/hatchet/hatchet
Analyze graph/hierarchical performance data using pandas dataframes
comparative-analysis data-analytics graphs hierarchical-data hpc pandas performance performance-analysis python trees
Last synced: 03 Jul 2024
https://github.com/wearepal/data-science-types
Mypy stubs, i.e., type information, for numpy, pandas and matplotlib
matplotlib mypy mypy-stubs numpy pandas python stubs type-stubs
Last synced: 03 Jul 2024
https://github.com/simbafl/Data-analysis
数据分析,挖掘建模。
data-analysis kaggle matplotlib numpy pandas python3 scipy sklearn
Last synced: 02 Jul 2024
https://github.com/scheb/beer-analytics
Analyzing the composition of beer recipes and visualize results in a human-friendly way 🕵️🍺
analytics beer beer-analytics beer-recipes pandas plotly python
Last synced: 02 Jul 2024
https://github.com/data-forge/data-forge-ts
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
csv data data-analysis data-cleaning data-cleansing data-forge data-management data-manipulation data-munging data-visualization data-wrangling javascript json linq nodejs pandas visualization
Last synced: 02 Jul 2024
https://github.com/dexplo/dexplot
Simple plotting library that wraps Matplotlib and integrated with DataFrames
data-visualization matplotlib pandas plotly python
Last synced: 01 Jul 2024
https://github.com/milcent/benford_py
Python implementation of Benford's Law tests.
accounting auditing benford benford-compliant benfords-law compliance digit financial-analysis fraud-detection matplotlib numpy pandas python python3 research simon-newcomb
Last synced: 30 Jun 2024
https://kevinheavey.github.io/modern-polars/
Code and data for the Modern Polars book
data-analytics data-engineering data-science dataengineering pandas polars python
Last synced: 29 Jun 2024
https://github.com/mesejo/trex
Efficient string matching with regular expressions
keyword-extraction nlp pandas python python-library regex regular-expression search-in-text string-matching text-mining trie
Last synced: 29 Jun 2024
https://github.com/open2c/bioframe
Genomic interval operations on Pandas DataFrames
bioinformatics dataframes genomic-intervals genomic-ranges genomics ngs-analysis numpy pandas python spatial-join
Last synced: 29 Jun 2024
https://github.com/SeroviICAI/Movie_Recommender
This program recommends you a movie for any genre, scraping data from IMDb. This project is done for educational purposes.
data-science educational entertainment movies pandas python regex webscraping
Last synced: 27 Jun 2024
https://github.com/StratoDem/pandas-js
Pandas in JavaScript for data analysis and visualization
Last synced: 27 Jun 2024
https://github.com/noahgift/functional_intro_to_python
[tutorial]A functional, Data Science focused introduction to Python
commandline data-science functional-programming ipynb jupyter-notebook learning-by-doing machine-learning optimization pandas python python3 screencast spot-price tutorial
Last synced: 26 Jun 2024
https://github.com/aiguofer/gspread-pandas
A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.
data data-analytics data-engineering data-science dataframes google google-sheets google-spreadsheets gspread pandas python sheets
Last synced: 26 Jun 2024
https://github.com/e2its/gdayf-core
DayF (Decision at your Fingertips) is an AutoML opensource project
automl-api h2o machine-learning pandas python
Last synced: 24 Jun 2024
https://github.com/AlexIoannides/ml-workflow-automation
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.
classification data-science flask helm jupyter-notebook kaggle kubernetes machine-learning mlops numpy pandas python rest-api sklearn
Last synced: 24 Jun 2024
https://github.com/IntelPython/sdc
Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler
big-data compilers machine-learning numpy pandas parallel-computing python
Last synced: 23 Jun 2024
https://github.com/nickslevine/zebras
Data analysis library for JavaScript built with Ramda
data-analysis data-science functional-programming javascript pandas ramda
Last synced: 22 Jun 2024
https://github.com/webysther/aws-glue-docker
🐋 Docker image for AWS Glue Spark/Python
apache-arrow aws aws-cli aws-glue aws-glue-docker cdk data-engineering development docker docker-image dockerfile etl glue-catalog glue-pyspark pandas pytest python python-poetry sam spark
Last synced: 21 Jun 2024
https://nalepae.github.io/pandarallel/
A simple and efficient tool to parallelize Pandas operations on all available CPUs
Last synced: 21 Jun 2024
http://quantopian.github.io/alphalens/
Performance analysis of predictive (alpha) stock factors
algorithmic-trading finance jupyter numpy pandas python
Last synced: 21 Jun 2024
https://twopirllc.github.io/pandas-ta/
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
dataframe finance fundamental-analysis jupyter-notebook pandas pandas-dataframe-extension pandas-extension pandas-ta python3 stock-market technical technical-analysis technical-analysis-indicators technical-analysis-library technical-indicators trading trading-algorithms
Last synced: 21 Jun 2024
https://github.com/apachecn/pyda-2e-zh
:book: [译] 利用 Python 进行数据分析 · 第 2 版
book data-analysis numpy pandas pyda python
Last synced: 20 Jun 2024
https://github.com/apachecn/pandas-cookbook-code-notes
:book: Pandas Cookbook 带注释源码
code data-analysis notes pandas python
Last synced: 20 Jun 2024
https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets
AI与数据科学各类工具库速查表与参考代码
ai awesome cheatsheet cheatsheets keras pandas pytorch seaborn sklearn tensorflow
Last synced: 20 Jun 2024
https://github.com/tirthajyoti/Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels
Last synced: 20 Jun 2024
https://github.com/wq/itertable
⇔ IterTable is a Pythonic API for iterating through tabular data formats, including CSV, XLSX, XML, and JSON.
csv data-processing excel export import iterable json openpyxl pandas pythonic spreadsheet tabular-data xml
Last synced: 20 Jun 2024
https://github.com/SciSharp/Pandas.NET
Pandas port for C# and F#, data analysis tool, process multi-dim array in DataFrame.
Last synced: 19 Jun 2024
https://github.com/SciSharp/NumSharp
High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
machine-learning numpy numsharp pandas
Last synced: 19 Jun 2024
https://github.com/guptachetan1997/Episodes
Self Hosted TV show Episode tracker and recommender built using django, bootstrap4.
bootstrap4 django episode-tracker episodes pandas
Last synced: 19 Jun 2024
https://github.com/tbezo/pymcc
module that reads and analyzes mephisto mcc files from watertank scans
Last synced: 18 Jun 2024
https://github.com/nci/scores
scores: verification scores and metrics, supporting the earth system modelling community
climate dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray
Last synced: 17 Jun 2024
https://github.com/justmarkham/trump-lies
Tutorial: Web scraping in Python with Beautiful Soup
beautiful-soup data-science dataset pandas python requests tutorial web-scraping
Last synced: 17 Jun 2024
https://github.com/DMTSource/daily-stock-forecast
Daily Stock Forecasts using Machine Learning & Python
appengine-python datastore forecast google-charts machine-learning pandas polymer python sklearn stock
Last synced: 17 Jun 2024
https://github.com/ydataai/ydata-quality
Data Quality assessment with one line of code
data machine-learning pandas python quality-assessment
Last synced: 17 Jun 2024
https://github.com/VulknData/vulkn
Love your Data. Love the Environment. Love VULKИ.
bigdata clickhouse dataops pandas python vulkn vulkndata
Last synced: 17 Jun 2024
https://github.com/firmai/pandapy
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
algorithmic-trading arrays data-science data-structures finance machine-learning numpy pandas structured-data
Last synced: 17 Jun 2024
https://github.com/QQlesQ/Emag-Price-Tracker-and-Database
Emag Price Tracker and Database
beautifulsoup4 csv database matplotlib pandas price-tracker python tkinter webscraping
Last synced: 16 Jun 2024
https://github.com/dylanhogg/awesome-python
🐍 Hand-picked awesome Python libraries and frameworks, organised by category
awesome awesome-list awesome-python chatgpt data data-science deep-learning jupyter machine-learning natural-language-processing nlp open-source pandas python python-library
Last synced: 16 Jun 2024
https://github.com/elastic/eland
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
big-data data-analysis dataframe dataframes eland elasticsearch etl lightgbm machine-learning pandas python scikit-learn time-series-forecasting
Last synced: 16 Jun 2024
https://github.com/entrepreneur-interet-general/solidata_backend
first draft for solidata_backend API
api api-rest entrepreneur-interet-general flask flask-restplus jwt mongodb opendata pandas python python3
Last synced: 16 Jun 2024
https://github.com/codingforentrepreneurs/30-Days-of-Python
Learn Python for the next 30 (or so) Days.
api automation csv fastapi flask jupyter pandas python python3 rest-api selenium selenium-webdriver tutorial web-scraping
Last synced: 15 Jun 2024
https://github.com/thombashi/pytablewriter
pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
asciidoc csv elasticsearch excel gfm html javascript json jupyter-notebook latex ltsv markdown mediawiki numpy pandas pandas-dataframe restructuredtext sqlite table toml
Last synced: 14 Jun 2024
https://github.com/ibestvina/datasloth
Natural language Pandas queries and data generation powered by GPT-3
Last synced: 14 Jun 2024
https://github.com/labex-labs/pandas-free-tutorials
[Pandas Free Tutorials]-Pandas is a Python library for data analysis. It provides high-performance, easy-to-use data structures and data analysis tools. In this skill tree, you'll learn how to use Pandas to analyze data in Python.
awesome awesome-list education free free-tutorials hands-on labex pandas programming tutorials
Last synced: 13 Jun 2024
https://github.com/labex-labs/practice-pandas-programming-projects
[Practice Pandas Programming Projects] This repository collects 3 of programming projects for Pandas
awesome awesome-list education hands-on labex pandas programming projects
Last synced: 13 Jun 2024
https://github.com/labex-labs/practice-pandas-programming-courses
[Pandas Programming Courses] This repository collects 4 of programming courses for Pandas.
awesome awesome-list courses education hands-on labex pandas programming
Last synced: 13 Jun 2024
https://github.com/TrainingByPackt/Data-Science-Projects-with-Python
A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn
data-science machine-learning numpy pandas pandas-dataframe python scikit-learn
Last synced: 12 Jun 2024
https://github.com/prakhar21/50-Days-of-ML
A day to day plan for this challenge (50 Days of Machine Learning) . Covers both theoretical and practical aspects
100daysofcode 100daysofmlcode dataprocessing deep-learning deep-neural-networks machine-learning pandas python siraj-raval tutorial
Last synced: 11 Jun 2024
https://github.com/amirziai/flatten
Flatten JSON in Python
flattened-objects flattens json pandas python unflatten
Last synced: 11 Jun 2024
https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch
Last synced: 11 Jun 2024
https://github.com/BrambleXu/pydata-notebook
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
chinese-translation data-analysis jupyter-notebook pandas python-for-data-analysis
Last synced: 11 Jun 2024
https://github.com/dipanjanS/practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis
Last synced: 11 Jun 2024
https://github.com/hemansnation/God-Level-AI
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
computer-vision data-engineering data-science data-structures-and-algorithms data-system-design data-visualization datastructures deep-learning machine-learning matplotlib mlops natural-language-processing numpy pandas python pytorch scikit-learn statistics tableau
Last synced: 11 Jun 2024
https://github.com/ChawlaAvi/Daily-Dose-of-Data-Science
A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/
data-analysis data-science data-science-tips data-visualization jupyter jupyter-notebook jupyter-tips matplotlib matplotlib-tips numpy pandas pandas-tips python python-tips sklearn
Last synced: 10 Jun 2024
https://github.com/edyoda/data-science-complete-tutorial
For extensive instructor led learning
decision-trees feature-selection linear-regression machine-learning nearest-neighbors numpy pandas pipeline scikit-learn
Last synced: 09 Jun 2024
https://github.com/tusharnankani/data-analysis-with-python
A complete introduction to data analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.
data data-analysis data-visualization hacktoberfest jovian jovian-ml jupyter-notebook matplotlib numpy pandas python seaborn
Last synced: 09 Jun 2024
https://github.com/Gedevan-Aleksizde/pandas-cheat-sheet-ja
pandas 公式チートシートの非公式翻訳版
japanese-language pandas python unofficial-japanese-translation
Last synced: 09 Jun 2024
https://github.com/dimastbk/python-calamine
Python binding for Rust's library for reading excel and odf file - calamine.
excel ods pandas python spreadsheet xls xlsb xlsx
Last synced: 08 Jun 2024
https://github.com/SudipBishwakarma/Bulk-Remove-OneSignal-Users
Bulk remove OneSignal subscribed users blazingly faster with parallel processing.
numpy pandas python python-logger python-multiprocessing python-threading python3
Last synced: 07 Jun 2024
https://github.com/hsbc/tslumen
A library for Time Series EDA (exploratory data analysis)
analysis data-analysis data-science data-visualization eda exploratory-data-analysis exploratory-data-visualizations pandas profiling python time-series time-series-analysis time-series-eda time-series-profiling timeseries timeseries-analysis timeseries-eda
Last synced: 07 Jun 2024
https://github.com/business-science/pytimetk
Time series easier, faster, more fun. Pytimetk.
pandas polars time time-series timeseries timeseries-analysis
Last synced: 07 Jun 2024
https://github.com/antoinecarme/pyaf
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
arx automatic-forecasting automl autoregressive benchmark cycle exogenous forecasting hierarchical-forecasting horizon jupyter machine-learning pandas python scikit-learn seasonal signal-decomposition time-series transformation trend
Last synced: 07 Jun 2024
https://github.com/raphaelvallat/pingouin
Statistical package in Python based on Pandas
anova bayesian-statistics circular-statistics cohens-d correlations effect-size multiple-comparisons pandas statistical-methods statistical-tests statistics ttest
Last synced: 07 Jun 2024
https://github.com/ranaroussi/pystore
Fast data store for Pandas time-series data
dask database dataframe datastore pandas parquet timeseries
Last synced: 06 Jun 2024
https://github.com/hosseinmoein/DataFrame
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
ai cpp data-analysis data-science dataframe financial-data-analysis financial-engineering heterogeneous-data large-data machine-learning multidimensional-data numerical-analysis pandas polars statistical statistical-analysis tensor tensorboard trading-algorithms trading-strategies
Last synced: 06 Jun 2024
https://github.com/sngyai/Sequoia
A股自动选股程序,实现了海龟交易法则、缠中说禅牛市买点,以及其他若干种技术形态
a-shares akshare dataframe pandas python ta-lib turtle-trade tushare
Last synced: 06 Jun 2024
https://github.com/shashankvemuri/Finance
150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data
algorithmic-trading data-science finance machine-learning pandas python quantitative-finance stock stock-market stocks technical-indicators trading-strategies
Last synced: 06 Jun 2024
https://github.com/ibis-project/ibis
the portable Python dataframe library
bigquery clickhouse dask database datafusion duckdb impala mssql mysql pandas polars postgresql pyarrow pyspark python snowflake sql sqlalchemy sqlite trino
Last synced: 05 Jun 2024
https://github.com/nalepae/pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
Last synced: 05 Jun 2024
https://github.com/georgian-io-archive/foreshadow
An automatic machine learning system
automatic-machine-learning automl machine-learning pandas python sklearn
Last synced: 04 Jun 2024
https://github.com/nicolay-r/AREkit
Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML
bert datasets frames language-models neural-networks nlp pandas pandas-dataframe prompt prompting relation-extraction sentiment-analysis tensorflow
Last synced: 03 Jun 2024
https://github.com/Yorko/mlcourse.ai
Open Machine Learning Course
algorithms data-analysis data-science docker ipynb kaggle-inclass machine-learning math matplotlib numpy pandas plotly python scikit-learn scipy seaborn vowpal-wabbit
Last synced: 02 Jun 2024
https://github.com/approximatelabs/sketch
AI code-writing assistant that understands data content
ai codex copilot data data-science dataframe datasketch datasketches df ds gpt3 lambdaprompt pandas python sketches tabular-data
Last synced: 02 Jun 2024
https://github.com/khuyentran1401/rich-dataframe
Create animated and pretty Pandas Dataframe
command-line pandas pandas-dataframe python rich-text
Last synced: 01 Jun 2024
https://github.com/xorbitsai/xorbits
Scalable Python DS & ML, in an API compatible & lightning fast way.
data-science distributed-systems lightgbm machine-learning ml numpy pandas python scalable xgboost
Last synced: 01 Jun 2024
https://github.com/codebasics/py
Repository to store sample python programs for python learning
jupyter jupyter-notebook jupyter-notebooks jupyter-tutorial numpy numpy-arrays numpy-tutorial pandas pandas-dataframe pandas-tutorial python python-pandas python-tutorial python-tutorials
Last synced: 01 Jun 2024
https://github.com/ryansmccoy/spreadsheets-to-dataframes
Pycon 2021 Tutorial to help Spreadsheet (Excel) Users learn Python
automation excel flask pandas pycon pycon2021 python requests
Last synced: 01 Jun 2024
https://github.com/TimeEval/TimeEval-GUI
[Read-Only Mirror] Benchmarking Toolkit for Time Series Anomaly Detection Algorithms using TimeEval and GutenTAG
benchmark-framework benchmarking jupyter-notebooks numpy pandas python3 streamlit time-series time-series-analysis time-series-anomaly-detection
Last synced: 31 May 2024
https://github.com/boniolp/Theseus
Navigating the Labyrinth of Time Series Anomaly Detection
anomaly-detection dash dashboard pandas plotly plotly-dash python scikit-learn subsequence time-series time-series-analysis webapp
Last synced: 31 May 2024
https://github.com/Kanaries/pygwalker
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
data-analysis data-exploration dataframe matplotlib pandas plotly tableau tableau-alternative visualization
Last synced: 31 May 2024
https://github.com/Rahulkumarr2080/Comcast-Telecom-Consumer-Complaints
Comcast is an American global telecommunication company. The firm has been providing terrible customer service. They continue to fall short despite repeated promises to improve. Only last month (October 2016) the authority fined them $2.3 million, after receiving over 1000 consumer complaints. The existing database will serve as a repository of public customer complaints file.
comcast-telcom-complaints data-science data-scientists data-visualization datascience datascience-with-python jupyter-notebook matplotlib numpy pandas python python-for-data-science rahul-kumar rahul-kumar-thakur
Last synced: 31 May 2024
https://github.com/guipsamora/pandas_exercises
Practice your pandas skills!
data-analysis exercise pandas practice tutorial
Last synced: 31 May 2024
https://github.com/ajcr/100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
data-analysis numpy pandas python
Last synced: 31 May 2024
https://github.com/pgalko/BambooAI
A lightweight library that leverages Language Models (LLMs) to enable natural language interactions, allowing you to source and converse with data.
ai ai-agents data-analysis data-science gemini groq llm mistral ollama openai-api pandas pinecone python vector-database
Last synced: 30 May 2024
https://github.com/man-group/arcticdb
ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.
big-data data data-analysis data-science database dataframe pandas quantitative-analysis quantitative-finance quantitative-trading
Last synced: 30 May 2024
https://github.com/Sinaptik-AI/pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
ai csv data data-analysis data-science database datalake gpt-3 gpt-4 llm pandas sql
Last synced: 29 May 2024
https://github.com/frajdouglas/Data-Catalogger
Create a File Metadata Summary for your Azure File Shares
Last synced: 27 May 2024
https://github.com/timvink/mkdocs-table-reader-plugin
MkDocs plugin that enables a markdown tag like {{ read_csv('table.csv') }} to directly insert various table formats into a page
mkdocs mkdocs-plugin pandas tables tabulate
Last synced: 27 May 2024
https://github.com/Shikha-code36/Restaurant-Monitoring-System
Backend system for restaurant management
backend backend-api cache cache-storage caching flask flask-api flask-backend flask-restful flask-sqlalchemy multithreading multithreading-library pandas pandas-dataframe pandas-python python python3 sqlalchemy-database-migrations sqlalchemy-python
Last synced: 27 May 2024
https://github.com/RatulMaharaj/predictable
A framework for actuarial modelling.
actuarial cashflows modelling-framework numpy pandas python
Last synced: 27 May 2024