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📝 Description: 开源白板工具（SaaS），一体化白板，包含思维导图、流程图、自由画等。All in one open-source whiteboard tool with mind, flowchart, freehand and etc.

🔗 Repository URL: https://github.com/plait-board/drawnix

🌐 Website: https://drawnix.com

📖 Readme: https://github.com/plait-board/drawnix#readme

📊 Statistics:
🌟 Stars: 5.5K stars
👀 Watchers: 17
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💻 Programming Languages: TypeScript - SCSS - HTML

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🔥 Trending Repository: budibase

📝 Description: Create business apps and automate workflows in minutes. Supports PostgreSQL, MySQL, MariaDB, MSSQL, MongoDB, Rest API, Docker, K8s, and more 🚀 No code / Low code platform..

🔗 Repository URL: https://github.com/Budibase/budibase

🌐 Website: https://budibase.com

📖 Readme: https://github.com/Budibase/budibase#readme

📊 Statistics:
🌟 Stars: 25.9K stars
👀 Watchers: 218
🍴 Forks: 1.9K forks

💻 Programming Languages: TypeScript - Svelte - JavaScript - CSS - Shell - Handlebars

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🔥 Trending Repository: sim

📝 Description: Sim is an open-source AI agent workflow builder. Sim's interface is a lightweight, intuitive way to rapidly build and deploy LLMs that connect with your favorite tools.

🔗 Repository URL: https://github.com/simstudioai/sim

🌐 Website: https://www.sim.ai

📖 Readme: https://github.com/simstudioai/sim#readme

📊 Statistics:
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👀 Watchers: 68
🍴 Forks: 1.4K forks

💻 Programming Languages: TypeScript - MDX - Python - CSS - Shell - Smarty

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🔥 Trending Repository: googletest

📝 Description: GoogleTest - Google Testing and Mocking Framework

🔗 Repository URL: https://github.com/google/googletest

🌐 Website: https://google.github.io/googletest/

📖 Readme: https://github.com/google/googletest#readme

📊 Statistics:
🌟 Stars: 36.8K stars
👀 Watchers: 1.2k
🍴 Forks: 10.5K forks

💻 Programming Languages: C++ - Python - Starlark - CMake - C - Shell - Batchfile

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🔥 Trending Repository: GhostTrack

📝 Description: Useful tool to track location or mobile number

🔗 Repository URL: https://github.com/HunxByts/GhostTrack

📖 Readme: https://github.com/HunxByts/GhostTrack#readme

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👀 Watchers: 56
🍴 Forks: 427 forks

💻 Programming Languages: Python

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🔥 Trending Repository: leantime

📝 Description: Leantime is a goals focused project management system for non-project managers. Building with ADHD, Autism, and dyslexia in mind.

🔗 Repository URL: https://github.com/Leantime/leantime

🌐 Website: https://leantime.io

📖 Readme: https://github.com/Leantime/leantime#readme

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🍴 Forks: 715 forks

💻 Programming Languages: PHP - JavaScript - CSS - Blade - Twig - HTML

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📝 Description: A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience

🔗 Repository URL: https://github.com/clash-verge-rev/clash-verge-rev

🌐 Website: https://www.clashverge.dev

📖 Readme: https://github.com/clash-verge-rev/clash-verge-rev#readme

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🍴 Forks: 5.4K forks

💻 Programming Languages: TypeScript - Rust - JavaScript - NSIS - Shell - SCSS

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📝 Description: Run Windows apps such as Microsoft Office/Adobe in Linux (Ubuntu/Fedora) and GNOME/KDE as if they were a part of the native OS, including Nautilus integration. Hard fork ofhttps://github.com/Fmstrat/winapps/

🔗 Repository URL: https://github.com/winapps-org/winapps

📖 Readme: https://github.com/winapps-org/winapps#readme

📊 Statistics:
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👀 Watchers: 31
🍴 Forks: 155 forks

💻 Programming Languages: Shell - PowerShell - Nix - Batchfile

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🔥 Trending Repository: zls

📝 Description: A language server for Zig supporting developers with features like autocomplete and goto definition

🔗 Repository URL: https://github.com/zigtools/zls

🌐 Website: https://zigtools.org/zls/install/

📖 Readme: https://github.com/zigtools/zls#readme

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🔥 Trending Repository: DeepCode

📝 Description: "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

🔗 Repository URL: https://github.com/HKUDS/DeepCode

📖 Readme: https://github.com/HKUDS/DeepCode#readme

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📝 Description: Import a 3D Model and automatically assign and export animations

🔗 Repository URL: https://github.com/scottpetrovic/mesh2motion-app

📖 Readme: https://github.com/scottpetrovic/mesh2motion-app#readme

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📝 Description: The visual editor for React

🔗 Repository URL: https://github.com/puckeditor/puck

🌐 Website: https://puckeditor.com

📖 Readme: https://github.com/puckeditor/puck#readme

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📝 Description: Build truly AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets, documents, and slides on both web and server. With Univer MCP, Univer Sheet is driven directly through natural language.

🔗 Repository URL: https://github.com/dream-num/univer

🌐 Website: https://univer.ai

📖 Readme: https://github.com/dream-num/univer#readme

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🌟 Stars: 10.3K stars
👀 Watchers: 87
🍴 Forks: 910 forks

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📝 Description: Integrate the DeepSeek API into popular softwares

🔗 Repository URL: https://github.com/deepseek-ai/awesome-deepseek-integration

📖 Readme: https://github.com/deepseek-ai/awesome-deepseek-integration#readme

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📝 Description: Performance-portable, length-agnostic SIMD with runtime dispatch

🔗 Repository URL: https://github.com/google/highway

📖 Readme: https://github.com/google/highway#readme

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👀 Watchers: 50
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🔥 Trending Repository: chartdb

📝 Description: Database diagrams editor that allows you to visualize and design your DB with a single query.

🔗 Repository URL: https://github.com/chartdb/chartdb

🌐 Website: https://chartdb.io

📖 Readme: https://github.com/chartdb/chartdb#readme

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🔥 Trending Repository: SQLBot

📝 Description: 基于大模型和 RAG 的智能问数系统。Text-to-SQL Generation via LLMs using RAG.

🔗 Repository URL: https://github.com/dataease/SQLBot

🌐 Website: https://dataease.cn/sqlbot/

📖 Readme: https://github.com/dataease/SQLBot#readme

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📝 Description: Pest is an elegant PHP testing Framework with a focus on simplicity, meticulously designed to bring back the joy of testing in PHP.

🔗 Repository URL: https://github.com/pestphp/pest

🌐 Website: https://pestphp.com

📖 Readme: https://github.com/pestphp/pest#readme

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🔥 Trending Repository: RL

📝 Description: Scalable toolkit for efficient model reinforcement

🔗 Repository URL: https://github.com/NVIDIA-NeMo/RL

🌐 Website: https://docs.nvidia.com/nemo/rl/latest/index.html

📖 Readme: https://github.com/NVIDIA-NeMo/RL#readme

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📌 How to Create a Real-Time Gesture-to-Text Translator Using Python and Mediapipe

✍️ OMOTAYO OMOYEMI
🏷️ #Computer_Vision

Cheat Sheet for Data Cleaning in Python Pandas

1. Data Overview

import pandas as pd
df = pd.read_csv('data.csv')   # Load CSV
df.head(5)                     # First 5 rows
df.info()                      # Data types and null counts
df.describe()                  # Summary statistics

2. Handling Missing Values and Duplicates

df.isnull().sum()              # Count missing values
df.dropna()                    # Remove rows with nulls
df.fillna(0)                   # Fill missing values with zeros
df.duplicated().sum()          # Count duplicates
df.drop_duplicates()           # Remove duplicates

3. Renaming and Type Conversion

df.rename(columns={'old': 'new'})   # Rename column
df.astype({'col': 'int'})           # Change data type
df.columns.str.strip()              # Remove spaces

4. Filtering and Selection

df.loc[df['col'] > 100]             # Filter by condition
df.iloc[0:5]                        # Select by row index
df['col'].isin(['A', 'B'])          # Filter by values

5. Sorting and Grouping

df.sort_values('col')               # Sort ascending
df.groupby('group')['val'].mean()   # Group and aggregate
df['col'].value_counts()            # Count unique values

6. Column Operations

df['new'] = df['col1'] + df['col2']               # New column
df['col'] = df['col'].apply(lambda x: x*2)        # Apply function
df.drop('col', axis=1)                            # Drop column

7. Saving Cleaned Data

df.to_csv('cleaned.csv', index=False)  # Export to CSV