ðĨ Trending Repository: clash-verge-rev
ð Description: A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience
ð Repository URL: https://github.com/clash-verge-rev/clash-verge-rev
ð Website: https://www.clashverge.dev
ð Readme: https://github.com/clash-verge-rev/clash-verge-rev#readme
ð Statistics:
ð Stars: 71.6K stars
ð Watchers: 204
ðī Forks: 5.4K forks
ðŧ Programming Languages: TypeScript - Rust - JavaScript - NSIS - Shell - SCSS
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience
ð Repository URL: https://github.com/clash-verge-rev/clash-verge-rev
ð Website: https://www.clashverge.dev
ð Readme: https://github.com/clash-verge-rev/clash-verge-rev#readme
ð Statistics:
ð Stars: 71.6K stars
ð Watchers: 204
ðī Forks: 5.4K forks
ðŧ Programming Languages: TypeScript - Rust - JavaScript - NSIS - Shell - SCSS
ð·ïļ Related Topics:
#windows #linux #mac #clash #tauri_app #clash_verge #clash_meta #mihomo
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: winapps
ð 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/
ð Repository URL: https://github.com/winapps-org/winapps
ð Readme: https://github.com/winapps-org/winapps#readme
ð Statistics:
ð Stars: 4.6K stars
ð Watchers: 31
ðī Forks: 155 forks
ðŧ Programming Languages: Shell - PowerShell - Nix - Batchfile
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð 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/
ð Repository URL: https://github.com/winapps-org/winapps
ð Readme: https://github.com/winapps-org/winapps#readme
ð Statistics:
ð Stars: 4.6K stars
ð Watchers: 31
ðī Forks: 155 forks
ðŧ Programming Languages: Shell - PowerShell - Nix - Batchfile
ð·ïļ Related Topics:
#windows #linux #docker #integration #kde #gnome #nautilus #qemu #xfce #wine #libvirt #freerdp #linux_app #cassowary #hacktoberfest #qemu_kvm #seamless #podman #nix_flake #winapps
==================================
ð§ By: https://t.iss.one/DataScienceM
âĪ1
ðĨ Trending Repository: zls
ð Description: A language server for Zig supporting developers with features like autocomplete and goto definition
ð Repository URL: https://github.com/zigtools/zls
ð Website: https://zigtools.org/zls/install/
ð Readme: https://github.com/zigtools/zls#readme
ð Statistics:
ð Stars: 4K stars
ð Watchers: 34
ðī Forks: 379 forks
ðŧ Programming Languages: Zig - Nix
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: A language server for Zig supporting developers with features like autocomplete and goto definition
ð Repository URL: https://github.com/zigtools/zls
ð Website: https://zigtools.org/zls/install/
ð Readme: https://github.com/zigtools/zls#readme
ð Statistics:
ð Stars: 4K stars
ð Watchers: 34
ðī Forks: 379 forks
ðŧ Programming Languages: Zig - Nix
ð·ïļ Related Topics:
#language_server #zig #language_server_protocol #lsp #lsp_server #ziglang #zls
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: DeepCode
ð Description: "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
ð Repository URL: https://github.com/HKUDS/DeepCode
ð Readme: https://github.com/HKUDS/DeepCode#readme
ð Statistics:
ð Stars: 1.7K stars
ð Watchers: 30
ðī Forks: 231 forks
ðŧ Programming Languages: Python
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
ð Repository URL: https://github.com/HKUDS/DeepCode
ð Readme: https://github.com/HKUDS/DeepCode#readme
ð Statistics:
ð Stars: 1.7K stars
ð Watchers: 30
ðī Forks: 231 forks
ðŧ Programming Languages: Python
ð·ïļ Related Topics:
#llm_agent #agentic_coding
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: mesh2motion-app
ð Description: Import a 3D Model and automatically assign and export animations
ð Repository URL: https://github.com/scottpetrovic/mesh2motion-app
ð Readme: https://github.com/scottpetrovic/mesh2motion-app#readme
ð Statistics:
ð Stars: 722 stars
ð Watchers: 18
ðī Forks: 66 forks
ðŧ Programming Languages: TypeScript - HTML - CSS - Python
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: Import a 3D Model and automatically assign and export animations
ð Repository URL: https://github.com/scottpetrovic/mesh2motion-app
ð Readme: https://github.com/scottpetrovic/mesh2motion-app#readme
ð Statistics:
ð Stars: 722 stars
ð Watchers: 18
ðī Forks: 66 forks
ðŧ Programming Languages: TypeScript - HTML - CSS - Python
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
âĪ1
ðĨ Trending Repository: puck
ð Description: The visual editor for React
ð Repository URL: https://github.com/puckeditor/puck
ð Website: https://puckeditor.com
ð Readme: https://github.com/puckeditor/puck#readme
ð Statistics:
ð Stars: 8.2K stars
ð Watchers: 50
ðī Forks: 550 forks
ðŧ Programming Languages: TypeScript - MDX - CSS - JavaScript
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: The visual editor for React
ð Repository URL: https://github.com/puckeditor/puck
ð Website: https://puckeditor.com
ð Readme: https://github.com/puckeditor/puck#readme
ð Statistics:
ð Stars: 8.2K stars
ð Watchers: 50
ðī Forks: 550 forks
ðŧ Programming Languages: TypeScript - MDX - CSS - JavaScript
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: univer
ð 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.
ð Repository URL: https://github.com/dream-num/univer
ð Website: https://univer.ai
ð Readme: https://github.com/dream-num/univer#readme
ð Statistics:
ð Stars: 10.3K stars
ð Watchers: 87
ðī Forks: 910 forks
ðŧ Programming Languages: TypeScript
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð 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.
ð Repository URL: https://github.com/dream-num/univer
ð Website: https://univer.ai
ð Readme: https://github.com/dream-num/univer#readme
ð Statistics:
ð Stars: 10.3K stars
ð Watchers: 87
ðī Forks: 910 forks
ðŧ Programming Languages: TypeScript
ð·ïļ Related Topics:
#productivity #slide #grid #sdk #excel #word #xlsx #spreadsheet #collaboration #office #powerpoint #document #data_table #doc #sheet #ppt #appscript #live_share #univer_mcp
==================================
ð§ By: https://t.iss.one/DataScienceM
âĪ1
ðĨ Trending Repository: awesome-deepseek-integration
ð Description: Integrate the DeepSeek API into popular softwares
ð Repository URL: https://github.com/deepseek-ai/awesome-deepseek-integration
ð Readme: https://github.com/deepseek-ai/awesome-deepseek-integration#readme
ð Statistics:
ð Stars: 33.5K stars
ð Watchers: 376
ðī Forks: 3.7K forks
ðŧ Programming Languages: Not available
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: Integrate the DeepSeek API into popular softwares
ð Repository URL: https://github.com/deepseek-ai/awesome-deepseek-integration
ð Readme: https://github.com/deepseek-ai/awesome-deepseek-integration#readme
ð Statistics:
ð Stars: 33.5K stars
ð Watchers: 376
ðī Forks: 3.7K forks
ðŧ Programming Languages: Not available
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: highway
ð Description: Performance-portable, length-agnostic SIMD with runtime dispatch
ð Repository URL: https://github.com/google/highway
ð Readme: https://github.com/google/highway#readme
ð Statistics:
ð Stars: 4.9K stars
ð Watchers: 50
ðī Forks: 374 forks
ðŧ Programming Languages: C++ - C - CMake - Starlark - Meson - Shell
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: Performance-portable, length-agnostic SIMD with runtime dispatch
ð Repository URL: https://github.com/google/highway
ð Readme: https://github.com/google/highway#readme
ð Statistics:
ð Stars: 4.9K stars
ð Watchers: 50
ðī Forks: 374 forks
ðŧ Programming Languages: C++ - C - CMake - Starlark - Meson - Shell
ð·ïļ Related Topics:
#neon #wasm #avx #simd #intrinsics #avx2 #simd_programming #avx512 #simd_parallelism #simd_instructions #simd_library #sse42 #avx_instructions #simd_intrinsics #avx_512
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: chartdb
ð Description: Database diagrams editor that allows you to visualize and design your DB with a single query.
ð Repository URL: https://github.com/chartdb/chartdb
ð Website: https://chartdb.io
ð Readme: https://github.com/chartdb/chartdb#readme
ð Statistics:
ð Stars: 18.1K stars
ð Watchers: 61
ðī Forks: 968 forks
ðŧ Programming Languages: TypeScript
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: Database diagrams editor that allows you to visualize and design your DB with a single query.
ð Repository URL: https://github.com/chartdb/chartdb
ð Website: https://chartdb.io
ð Readme: https://github.com/chartdb/chartdb#readme
ð Statistics:
ð Stars: 18.1K stars
ð Watchers: 61
ðī Forks: 968 forks
ðŧ Programming Languages: TypeScript
ð·ïļ Related Topics:
#react #visualization #mysql #editor #schema_migrations #typescript #sql #database #sqlite #postgresql #mariadb #db #mssql #erd #db_migration #react_flow #xyflow
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: SQLBot
ð Description: åšäšåΧæĻĄåå RAG įæšč―éŪæ°įģŧįŧãText-to-SQL Generation via LLMs using RAG.
ð Repository URL: https://github.com/dataease/SQLBot
ð Website: https://dataease.cn/sqlbot/
ð Readme: https://github.com/dataease/SQLBot#readme
ð Statistics:
ð Stars: 968 stars
ð Watchers: 13
ðī Forks: 113 forks
ðŧ Programming Languages: Python - CSS - TypeScript - JavaScript - Shell - HTML
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: åšäšåΧæĻĄåå RAG įæšč―éŪæ°įģŧįŧãText-to-SQL Generation via LLMs using RAG.
ð Repository URL: https://github.com/dataease/SQLBot
ð Website: https://dataease.cn/sqlbot/
ð Readme: https://github.com/dataease/SQLBot#readme
ð Statistics:
ð Stars: 968 stars
ð Watchers: 13
ðī Forks: 113 forks
ðŧ Programming Languages: Python - CSS - TypeScript - JavaScript - Shell - HTML
ð·ïļ Related Topics:
#text_to_sql #rag #nl2sql #text2sql #llm #sqlbot #deepseek #chatbi
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: pest
ð Description: Pest is an elegant PHP testing Framework with a focus on simplicity, meticulously designed to bring back the joy of testing in PHP.
ð Repository URL: https://github.com/pestphp/pest
ð Website: https://pestphp.com
ð Readme: https://github.com/pestphp/pest#readme
ð Statistics:
ð Stars: 10.7K stars
ð Watchers: 55
ðī Forks: 404 forks
ðŧ Programming Languages: PHP
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: Pest is an elegant PHP testing Framework with a focus on simplicity, meticulously designed to bring back the joy of testing in PHP.
ð Repository URL: https://github.com/pestphp/pest
ð Website: https://pestphp.com
ð Readme: https://github.com/pestphp/pest#readme
ð Statistics:
ð Stars: 10.7K stars
ð Watchers: 55
ðī Forks: 404 forks
ðŧ Programming Languages: PHP
ð·ïļ Related Topics:
#testing #php #framework #pest
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: RL
ð Description: Scalable toolkit for efficient model reinforcement
ð Repository URL: https://github.com/NVIDIA-NeMo/RL
ð Website: https://docs.nvidia.com/nemo/rl/latest/index.html
ð Readme: https://github.com/NVIDIA-NeMo/RL#readme
ð Statistics:
ð Stars: 715 stars
ð Watchers: 51
ðī Forks: 109 forks
ðŧ Programming Languages: Python - Shell - Dockerfile
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: Scalable toolkit for efficient model reinforcement
ð Repository URL: https://github.com/NVIDIA-NeMo/RL
ð Website: https://docs.nvidia.com/nemo/rl/latest/index.html
ð Readme: https://github.com/NVIDIA-NeMo/RL#readme
ð Statistics:
ð Stars: 715 stars
ð Watchers: 51
ðī Forks: 109 forks
ðŧ Programming Languages: Python - Shell - Dockerfile
ð·ïļ Related Topics: Not available
==================================
ð§ By: https://t.iss.one/DataScienceM
âĪ1
Forwarded from Data Analytics
ð How to Create a Real-Time Gesture-to-Text Translator Using Python and Mediapipe
âïļ OMOTAYO OMOYEMI
ð·ïļ #Computer_Vision
âïļ OMOTAYO OMOYEMI
ð·ïļ #Computer_Vision
âĪ2
Cheat Sheet for Data Cleaning in Python Pandas
1. Data Overview
2. Handling Missing Values and Duplicates
3. Renaming and Type Conversion
4. Filtering and Selection
5. Sorting and Grouping
6. Column Operations
7. Saving Cleaned Data
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 spaces4. 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 values6. 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 CSVâĪ6
ðĨ Trending Repository: free-programming-books
ð Description: ð Freely available programming books
ð Repository URL: https://github.com/EbookFoundation/free-programming-books
ð Website: https://ebookfoundation.github.io/free-programming-books/
ð Readme: https://github.com/EbookFoundation/free-programming-books#readme
ð Statistics:
ð Stars: 366K stars
ð Watchers:
ðī Forks: 63.9K forks
ðŧ Programming Languages: Python - HTML
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: ð Freely available programming books
ð Repository URL: https://github.com/EbookFoundation/free-programming-books
ð Website: https://ebookfoundation.github.io/free-programming-books/
ð Readme: https://github.com/EbookFoundation/free-programming-books#readme
ð Statistics:
ð Stars: 366K stars
ð Watchers:
ðī Forks: 63.9K forks
ðŧ Programming Languages: Python - HTML
ð·ïļ Related Topics:
#education #list #books #resource #hacktoberfest
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: midday
ð Description: Invoicing, Time tracking, File reconciliation, Storage, Financial Overview & your own Assistant made for Freelancers
ð Repository URL: https://github.com/midday-ai/midday
ð Website: https://midday.ai
ð Readme: https://github.com/midday-ai/midday#readme
ð Statistics:
ð Stars: 11.1K stars
ð Watchers: 68
ðī Forks: 1K forks
ðŧ Programming Languages: TypeScript - MDX - Rust - CSS - JavaScript - Dockerfile
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: Invoicing, Time tracking, File reconciliation, Storage, Financial Overview & your own Assistant made for Freelancers
ð Repository URL: https://github.com/midday-ai/midday
ð Website: https://midday.ai
ð Readme: https://github.com/midday-ai/midday#readme
ð Statistics:
ð Stars: 11.1K stars
ð Watchers: 68
ðī Forks: 1K forks
ðŧ Programming Languages: TypeScript - MDX - Rust - CSS - JavaScript - Dockerfile
ð·ïļ Related Topics:
#finance #typescript #nextjs #tailwind #supabase
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ1
ðĨ Trending Repository: yt-dlp
ð Description: A feature-rich command-line audio/video downloader
ð Repository URL: https://github.com/yt-dlp/yt-dlp
ð Website: https://discord.gg/H5MNcFW63r
ð Readme: https://github.com/yt-dlp/yt-dlp#readme
ð Statistics:
ð Stars: 124K stars
ð Watchers: 640
ðī Forks: 9.9K forks
ðŧ Programming Languages: Python
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: A feature-rich command-line audio/video downloader
ð Repository URL: https://github.com/yt-dlp/yt-dlp
ð Website: https://discord.gg/H5MNcFW63r
ð Readme: https://github.com/yt-dlp/yt-dlp#readme
ð Statistics:
ð Stars: 124K stars
ð Watchers: 640
ðī Forks: 9.9K forks
ðŧ Programming Languages: Python
ð·ïļ Related Topics:
#python #cli #downloader #youtube_dl #youtube_downloader #sponsorblock #yt_dlp
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: django
ð Description: The Web framework for perfectionists with deadlines.
ð Repository URL: https://github.com/django/django
ð Website: https://www.djangoproject.com/
ð Readme: https://github.com/django/django#readme
ð Statistics:
ð Stars: 84.7K stars
ð Watchers: 2.3k
ðī Forks: 32.8K forks
ðŧ Programming Languages: Python - Jinja
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: The Web framework for perfectionists with deadlines.
ð Repository URL: https://github.com/django/django
ð Website: https://www.djangoproject.com/
ð Readme: https://github.com/django/django#readme
ð Statistics:
ð Stars: 84.7K stars
ð Watchers: 2.3k
ðī Forks: 32.8K forks
ðŧ Programming Languages: Python - Jinja
ð·ïļ Related Topics:
#python #django #views #framework #orm #web #apps #templates #models
==================================
ð§ By: https://t.iss.one/DataScienceM
ðĨ Trending Repository: ComfyUI-nunchaku
ð Description: ComfyUI Plugin of Nunchaku
ð Repository URL: https://github.com/nunchaku-tech/ComfyUI-nunchaku
ð Website: https://nunchaku.tech/docs/ComfyUI-nunchaku/
ð Readme: https://github.com/nunchaku-tech/ComfyUI-nunchaku#readme
ð Statistics:
ð Stars: 1.9K stars
ð Watchers: 21
ðī Forks: 68 forks
ðŧ Programming Languages: Python
ð·ïļ Related Topics:
==================================
ð§ By: https://t.iss.one/DataScienceM
ð Description: ComfyUI Plugin of Nunchaku
ð Repository URL: https://github.com/nunchaku-tech/ComfyUI-nunchaku
ð Website: https://nunchaku.tech/docs/ComfyUI-nunchaku/
ð Readme: https://github.com/nunchaku-tech/ComfyUI-nunchaku#readme
ð Statistics:
ð Stars: 1.9K stars
ð Watchers: 21
ðī Forks: 68 forks
ðŧ Programming Languages: Python
ð·ïļ Related Topics:
#flux #quantization #diffusion #mlsys #comfyui #genai
==================================
ð§ By: https://t.iss.one/DataScienceM