Developer Resources

Curated collection of essential tools, platforms, and frameworks for data science and LLM engineering

Data Science

Essential platforms and tools for data science workflows, from datasets to model deployment

Kaggle
World's largest data science community with competitions, datasets, and notebooks
CompetitionsDatasetsCommunity
Papers With Code
Free and open resource with machine learning papers, code, and evaluation tables
ResearchPapersCode
Google Colab
Free Jupyter notebook environment that runs in the cloud
NotebooksGPUFree
Hugging Face Datasets
The largest collection of datasets for machine learning
DatasetsNLPVision

LLM Leaderboards!

Track the latest performance benchmarks and rankings of language models across different tasks

Chatbot Arena
Crowdsourced platform for evaluating LLMs through human preference
EvaluationHuman PreferenceLive
Open LLM Leaderboard
Hugging Face's comprehensive evaluation of open-source language models
Open SourceBenchmarksRankings
AlpacaEval
Automatic evaluator for instruction-following language models
Instruction FollowingAutomaticResearch
BigCode Leaderboard
Evaluation platform for code generation models
Code GenerationProgrammingBenchmarks

Common Tools and Frameworks

Popular frameworks and libraries used in LLM engineering and AI application development

LangChain
Framework for developing applications powered by language models
FrameworkPythonJavaScript
Ollama
Run large language models locally with ease
LocalCLIOpen Source
Vercel AI SDK
TypeScript toolkit for building AI-powered applications
TypeScriptReactStreaming
LlamaIndex
Data framework for connecting custom data sources to large language models
RAGData IngestionPython
Weights & Biases
MLOps platform for experiment tracking, model management, and dataset versioning
MLOpsTrackingVisualization
Pinecone
Vector database for machine learning applications
Vector DBEmbeddingsSearch

LLM Frameworks & APIs

Core frameworks and APIs for building production-ready LLM applications

Transformers
State-of-the-art machine learning for PyTorch, TensorFlow, and JAX
PyTorchTensorFlowModels
OpenAI API
Access to GPT models and other AI capabilities via REST API
APIGPTCommercial
Anthropic Claude
Constitutional AI assistant with strong reasoning capabilities
APISafetyReasoning
Gradio
Build and share machine learning demos quickly
UIDemosPython