perditioinc's Knowledge Library
1937 repos · 1937 total · generated 6/3/2026
AI Dev Skill Coverage
28 skill areas across 6 lifecycle stages
Foundation & Training
✅Foundation Model Architecture
456 repos
project-based-learning · tensorflow · AutoGPT
✅Fine-tuning & Alignment
327 repos
public-apis · tensorflow · transformers
✅Data Engineering
90 repos
yt-dlp · markitdown · firecrawl
✅Synthetic Data
68 repos
awesome-python · servers · llm-course
Inference & Deployment
✅Inference & Serving
467 repos
awesome-python · tensorflow · ollama
✅Model Compression
200 repos
ollama · transformers · llama.cpp
◐Edge AI
7 repos
MNN · runanywhere-sdks · executorch
LLM Application Layer
✅Agents & Orchestration
642 repos
build-your-own-x · openclaw · awesome-python
✅RAG & Retrieval
484 repos
awesome · awesome-python · ollama
✅Context Engineering
363 repos
awesome · public-apis · project-based-learning
✅Tool Use
431 repos
awesome-python · everything-claude-code · hermes-agent
✅Structured Output
110 repos
awesome-python · firecrawl · awesome-llm-apps
✅Prompt Engineering
235 repos
everything-claude-code · AutoGPT · prompts.chat
✅Knowledge Graphs
86 repos
awesome-llm-apps · awesome-mcp-servers · servers
Eval / Safety / Ops
✅Evaluation
566 repos
build-your-own-x · awesome-python · everything-claude-code
✅Security & Guardrails
194 repos
awesome · everything-claude-code · agency-agents
✅Observability
141 repos
ollama · langflow · open-webui
✅MLOps
708 repos
build-your-own-x · awesome · public-apis
◐AI Governance
5 repos
AI-For-Beginners · AI-Expert-Roadmap · ML-YouTube-Courses
Modality-Specific
✅Computer Vision
372 repos
build-your-own-x · awesome · public-apis
✅Speech & Audio
185 repos
awesome · public-apis · openclaw
✅Generative Media
186 repos
build-your-own-x · public-apis · stable-diffusion-webui
✅NLP
212 repos
openclaw · project-based-learning · tensorflow
✅Multimodal
213 repos
awesome · ollama · transformers
Applied AI
✅Coding Assistants
593 repos
build-your-own-x · awesome · public-apis
⚠️Robotics
28 repos
PythonRobotics · AirSim · carla
✅AI for Science
64 repos
tensorflow · ML-For-Beginners · netdata
⚠️Recommendation Systems
13 repos
qdrant · recommenders · neo4j
Microsoft
OpenAI
NVIDIA
Google
Google Cloud
Anthropic
perditioinc
HuggingFace
Meta Research
HKUDS
Google Gemini
TheAlgorithms
alibaba
LangChain
magenta