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Top 20 Python Collaboration Projects
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Zulip
Zulip server and web application. Open-source team chat that helps teams stay productive and focused.
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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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wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
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SysReptor
Fully customisable, offensive security reporting solution designed for pentesters, red teamers and other security-related people alike.
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runhouse
Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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ck
Collective Mind (CM) is a small, modular, cross-platform and decentralized workflow automation framework with a human-friendly interface and reusable automation recipes to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data, software and hardware (by mlcommons)
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squirrel-core
A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:
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cape-dataframes
Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.
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data-structures-for-teaching
Implementations of some Data Structures and Algorithms, with different approaches and some practical applications.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Ask HN: Open-Source Chat Platform Matrix, Rocketchat, Mattermost | news.ycombinator.com | 2024-04-10
Collaboration and version control are crucial in AI/ML development projects due to the iterative nature of model development and the need for reproducibility. GitHub is the leading platform for source code management, allowing teams to collaborate on code, track issues, and manage project milestones. DVC (Data Version Control) complements Git by handling large data files, data sets, and machine learning models that Git can't manage effectively, enabling version control for the data and model files used in AI projects.
Project mention: A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev | dev.to | 2024-02-05Weights & Biases — The developer-first MLOps platform. Build better models faster with experiment tracking, dataset versioning, and model management. Free tier for personal projects only, with 100 GB of storage included.
Project mention: Show HN: Cape API – Keep your sensitive data private while using GPT-4 | news.ycombinator.com | 2023-06-27- How can we mitigate hallucinations and bias so that we have higher trust in AI generated text?
The features of the Cape API are designed to help solve these problems for developers, and we have a number of early customers using the API in production already.
To get started, checkout our docs: https://docs.capeprivacy.com/
View the API reference: https://api.capeprivacy.com/redoc
Join the discussion on our Discord: https://discord.gg/nQW7YxUYjh
And of course try the CapeChat playground at https://chat.capeprivacy.com/
Python Collaboration related posts
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Pravljenje AWS strukturnog diagrama
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Anki and sharing decks, would Anki be a good option for a group of people all trying to add cards to a deck, or would another app be better?
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⟳ 1 apps added, 66 updated at f-droid.org
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Serverless Video Transcription inspired by Cyberpunk 2077
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What's best way to edit a deck collaboratively?
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Completely ungovernable 😎
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I replaced all our blog thumbnails using DALL·E 2 for $45: here’s what I learned
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
Index
What are some of the best open-source Collaboration projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | Zulip | 20,126 |
2 | dvc | 13,166 |
3 | wandb | 8,243 |
4 | faraday | 4,634 |
5 | SysReptor | 1,146 |
6 | runhouse | 721 |
7 | tandem | 696 |
8 | ck | 580 |
9 | zulip-terminal | 576 |
10 | binsync | 512 |
11 | CrowdAnki | 497 |
12 | squirrel-core | 279 |
13 | cape-dataframes | 174 |
14 | CollaRE | 133 |
15 | brain-brew | 84 |
16 | ciscoaxl | 82 |
17 | data-structures-for-teaching | 46 |
18 | squirrel-datasets-core | 43 |
19 | awesome-dj | 22 |
20 | MAGIST-Algorithm | 5 |
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