Py Torch
PyTorch is an open-source machine learning framework developed by Meta, known for its dynamic computation graphs, Pythonic API, and widespread use in deep learning research and production.
18 resources across 2 libraries
Glossary Terms(16)
Python
Python is a versatile, high-level, dynamically typed programming language known for its readable syntax, widely used across web development, automation, data s…
Hugging Face
Hugging Face is an AI community platform and company best known for the Transformers library and the Hugging Face Hub, which hosts thousands of pre-trained mac…
Baseten
Baseten is a model inference platform for packaging, deploying, and scaling machine learning models — including large language models — as production-ready API…
TensorFlow
TensorFlow is Google's open-source machine learning framework for building, training, and deploying neural networks and other ML models at scale, from research…
Amazon SageMaker
Amazon SageMaker is a fully managed AWS platform that covers the end-to-end machine learning lifecycle — data preparation, model building, training, tuning, de…
Pandas
Pandas is an open-source Python library that provides fast, flexible DataFrame and Series data structures for cleaning, transforming, analyzing, and manipulati…
PyTorch
PyTorch is an open-source machine learning framework developed by Meta, known for its dynamic computation graphs, Pythonic API, and widespread use in deep lear…
Weights & Biases
Weights & Biases (W&B) is an MLOps platform for tracking machine learning experiments, visualizing training metrics, managing model versions, and collaborating…
Comet ML
Comet ML is an MLOps platform for tracking machine learning experiments, managing model versions, and monitoring models in production, similar in purpose to We…
MLflow
MLflow is an open-source platform for managing the end-to-end machine learning lifecycle, including experiment tracking, reproducible packaging of code, a mode…
Ray
Ray is an open-source Python framework for scaling AI and Python applications from a laptop to a large distributed cluster, providing low-level distributed pri…
RunPod
RunPod is a cloud GPU platform that provides on-demand and serverless GPU instances for AI training, fine-tuning, and inference workloads, aimed at developers…
Anyscale
Anyscale is a managed cloud platform, built by the creators of the open-source Ray framework, for running and scaling distributed Python and machine learning w…
StarCoder
StarCoder is an open-weight large language model specialized for code generation, released in 2023 by the BigCode project — a collaboration between Hugging Fac…
CodeLlama
Code Llama is a family of large language models specialized for code generation, released by Meta in August 2023, built by further training the Llama 2 foundat…
Mojo (language)
Mojo is a programming language developed by Modular that aims to be a superset of Python syntax, combining Python's usability with systems-programming performa…
Cheat Sheets(2)
PyTorch Cheat Sheet
Essential PyTorch syntax for tensors, autograd, building neural network modules, and writing a standard training loop for deep learning models.
ONNX Model Interchange Cheat Sheet
Export, inspect, and run models across frameworks using the Open Neural Network Exchange format and the ONNX Runtime.