Top 21 Python Datascience Projects

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• ludwig

  3 10,905 9.3 Python

  Low-code framework for building custom LLMs, neural networks, and other AI models

  

Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07

This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.

questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?

Would love to see more progress toward this area!

• modin

  11 9,539 9.6 Python

  Modin: Scale your Pandas workflows by changing a single line of code

  

Project mention: The Distributed Tensor Algebra Compiler (2022) | news.ycombinator.com | 2023-06-15

• Scout Monitoring

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• Taipy

  16 9,471 9.9 Python

  Turns Data and AI algorithms into production-ready web applications in no time.

  

Project mention: Python Day 9: Building Interactive Web Apps without HTML/CSS and JavaScript | dev.to | 2024-04-26

Taipy is an open-source Python library that enables data scientists and developers to build robust end-to-end data pipelines.

• metaflow

  25 7,721 9.3 Python

  :rocket: Build and manage real-life ML, AI, and data science projects with ease!

  

Project mention: 10 Open Source Tools for Building MLOps Pipelines | dev.to | 2024-06-06

Metaflow is an open source Python library that allows engineers to build and manage ML projects. It focuses on rapid prototyping and reducing time from development to production. It makes the job of ML data scientists easier by taking care of the low-level infrastructure: data, compute, orchestration, and versioning.

• Mimesis

  3 4,319 8.9 Python

  Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

• panel

  39 4,329 9.8 Python

  Panel: The powerful data exploration & web app framework for Python (by holoviz)

  

Project mention: This Week In Python | dev.to | 2024-04-12

panel – data exploration & web app framework for Python

• PyFunctional

  4 2,359 4.6 Python

  Python library for creating data pipelines with chain functional programming

Project mention: Python: Uncovering the Overlooked Core Functionalities | news.ycombinator.com | 2023-07-24

If you actually think this code is better there's a real library that does this: https://github.com/EntilZha/PyFunctional.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Fast-F1

  100 2,240 8.9 Python

  FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry

• openllmetry

  3 1,420 9.8 Python

  Open-source observability for your LLM application, based on OpenTelemetry

  

Project mention: FLaNK-AIM Weekly 13 May 2024 | dev.to | 2024-05-13

• CleverCSV

  1 1,229 6.6 Python

  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.

  

• streamlit-geospatial

  8 816 0.0 Python

  A multi-page streamlit app for geospatial

  

Project mention: how i can create a timelapse of a specfic region | /r/remotesensing | 2023-07-05

• DGFraud

  16 655 2.6 Python

  A Deep Graph-based Toolbox for Fraud Detection

  

• socios-brasil

  2 549 2.5 Python

  Captura os dados de sócios das empresas brasileiras na Receita Federal e exporta para um formato legível por humanos

• Mobile-Phone-Dataset-GSMArena

  1 58 0.0 Python

  Python script for creating Mobile Phones Dataset on GSMArena website.

• gretel-python-client

  3 44 9.1 Python

  The Gretel Python Client allows you to interact with the Gretel REST API.

  

• PathDict

  2 24 4.4 Python

  Easily query and modify Python dicts!

• linkedin-connections-analyzer

  2 12 0.0 Python

  LinkedIn connections analyzer

• TagMaps

  1 6 8.6 Python

  Spatio-Temporal Tag and Photo Location Clustering for generating Tag Maps

• scrape-google-play-store-app

  1 2 0.0 Python

  Single script to scrape Google Play Store App info without browser automation

• OLX-Analytics

  1 1 7.9 Python

  🔍 This project allows easy and efficient browsing of classifieds on the OLX portal. The user has the option to register for a subscription and receive the latest information from the category that interests him every 4 hours.

Project mention: [Python] Project ideas for every level of advancement | dev.to | 2023-10-27

Stack: Python, Flask, HTML, CSS, Bootstrap, Docker, SQLite, APScheduler Source code

• Machine-Learning-Cyrillic-Classifier

  2 1 0.0 Python

  This is a web app where you can draw a letter in the russian alphabet and the ML algorithm will predict the letter that you drew.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python Datascience related posts

• Python Day 9: Building Interactive Web Apps without HTML/CSS and JavaScript

  1 project | dev.to | 26 Apr 2024

• +10 Resources to Empower Women in Technology

  1 project | dev.to | 6 Mar 2024

• Show HN: Building data and AI apps, an alternative to Streamlit

  1 project | news.ycombinator.com | 12 Feb 2024

• Our open-source project for building AI / Data full-stack apps got funded! 🎉 🎉

  1 project | dev.to | 15 Jan 2024

• Plotting 1,000,000 points on a webpage using only Python

  1 project | /r/bigdata | 11 Dec 2023

• Python: Uncovering the Overlooked Core Functionalities

  3 projects | news.ycombinator.com | 24 Jul 2023

• Consume Live Timing/Telemetry From API During Race

  1 project | /r/F1Technical | 28 May 2023
• A note from our sponsor - Scout Monitoring
  www.scoutapm.com | 10 Jun 2024

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