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Top 21 Python Datascience Projects
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InfluxDB
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.
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Mimesis
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Fast-F1
FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry
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CleverCSV
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.
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socios-brasil
Captura os dados de sócios das empresas brasileiras na Receita Federal e exporta para um formato legível por humanos
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scrape-google-play-store-app
Single script to scrape Google Play Store App info without browser automation
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Machine-Learning-Cyrillic-Classifier
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.
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OLX-Analytics
🔍 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.
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Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07This 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!
I’ve been working in tech for more than five years. I started as a Data Scientist, and now I’m exploring and loving the DevRel 🥑 role for Taipy. Needless to say, evolving in the tech scene has been a ride full of ups, downs, and everything in between.
panel – data exploration & web app framework for Python
Project mention: Python: Uncovering the Overlooked Core Functionalities | news.ycombinator.com | 2023-07-24If you actually think this code is better there's a real library that does this: https://github.com/EntilZha/PyFunctional.
F1 broadcasts their live timing via the SignalR protocol. The endpoint itself is unauthenticated. You can look at FastF1’s implementation of the SignalR client and the respective endpoints which it connects to within the code documentation here FastF1 SignalR client
Project mention: Show HN: You don't need to adopt new tools for LLM observability | news.ycombinator.com | 2024-02-14So why should it be different when the app you're building happened to be using LLMs?
So today we're open-sourcing OpenLLMetry-JS. It's an open protocol and SDK, based on OpenTelemetry, that provides traces and metrics for LLM JS/TS applications and can be connected to any of the 15+ tools that already support OpenTelemetry. Here's the repo: https://github.com/traceloop/openllmetry-js
A few months ago we launched the python flavor here (https://news.ycombinator.com/item?id=37843907) and we've now built a compatible one for Node.js.
Would love to hear your thoughts and opinions!
Check it out -
Docs: https://www.traceloop.com/docs/openllmetry/getting-started-t...
Github:
Stack: Python, Flask, HTML, CSS, Bootstrap, Docker, SQLite, APScheduler Source code
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Datascience related posts
- +10 Resources to Empower Women in Technology
- Show HN: Building data and AI apps, an alternative to Streamlit
- Our open-source project for building AI / Data full-stack apps got funded! 🎉 🎉
- Plotting 1,000,000 points on a webpage using only Python
- Python: Uncovering the Overlooked Core Functionalities
- Consume Live Timing/Telemetry From API During Race
- Does anyone know were I can find telemetry?
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024
Index
What are some of the best open-source Datascience projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ludwig | 10,801 |
| 2 | modin | 9,465 |
| 3 | Taipy | 8,371 |
| 4 | metaflow | 7,586 |
| 5 | Mimesis | 4,304 |
| 6 | panel | 4,192 |
| 7 | PyFunctional | 2,332 |
| 8 | Fast-F1 | 2,178 |
| 9 | CleverCSV | 1,213 |
| 10 | openllmetry | 1,224 |
| 11 | streamlit-geospatial | 800 |
| 12 | DGFraud | 655 |
| 13 | socios-brasil | 547 |
| 14 | Mobile-Phone-Dataset-GSMArena | 57 |
| 15 | gretel-python-client | 43 |
| 16 | PathDict | 23 |
| 17 | linkedin-connections-analyzer | 12 |
| 18 | TagMaps | 6 |
| 19 | scrape-google-play-store-app | 2 |
| 20 | Machine-Learning-Cyrillic-Classifier | 1 |
| 21 | OLX-Analytics | 1 |
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