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56,139 visible repositories in the index
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Open-source observability for your GenAI or LLM application, based on OpenTelemetry
- llmops
- observability
- open-telemetry
- metrics
TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
The AI local media metadata crawler
- emby
- kodi
- plex
- python
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
- ai-agents
- data-engineering
- document-ai
- generative-ai
Python Data. Leaflet.js Maps.
- data-science
- data-visualization
- javascript
- maps
The Open Source Feature Store for AI/ML
- machine-learning
- features
- ml
- big-data
A User-Focused Photo & File Management System
- file-manager
- organizer
- photo-gallery
- photo-organizer
A lightweight library for converting complex objects to and from simple Python datatypes.
- serialization
- deserialization
- validation
- python
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
RSA attack tool (mainly for ctf) - retrieve private key from weak public key and/or uncipher data
- rsa-attack
- rsa
- cryptography
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
- web-scraping
- text-extraction
- nlp
- html2text
TranslatedSQL audit and query platform
- sql-query
- data-masking
- archery
- gh-ost
An interactive Formula 1 race visualisation and data analysis tool built with Python! 🏎️
- f1
- formula1
- formula1-data-analysis
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
- version-control
- experiment-manager
- version
- control
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
- paddlepaddle
- deep-learning
- neural-network
- computer-vision
TranslatedFree proxy node aggregator. Daily updated vmess/vless/trojan/ss. Wall-climbing (bypassing the firewall), ladder (circumvention tool), scientific internet access (circumvention), airport subscriptions (proxy service subscriptions), network acceleration, VPN, no need to climb the wall, one-click import
- v2ray
- gfw
- shadowsocks
- free
A Python scikit for building and analyzing recommender systems
- recommender
- systems
- recommendation
- svd
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
- multi-object-tracking
- real-time
- deployment
- pytorch
the portable Python dataframe library