Stars
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
A containerized demo of Airflow using gusty
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Header-only C++/python library for fast approximate nearest neighbors
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Provide easy code formatting in Vim by integrating existing code formatters.
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
Fit interpretable models. Explain blackbox machine learning.
Common library for serving TensorFlow, XGBoost and scikit-learn models in production.
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"
Train and evaluate embeddings for similarity search with PyTorch. Includes contrastive losses, hard example mining, samplers, and retrieval metrics.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Gin provides a lightweight configuration framework for Python
Compute receptive fields of your favorite convnets
FUSE-based file system backed by Amazon S3
Open-Unmix - Music Source Separation for PyTorch
Collection of notebooks about quantitative finance, with interactive python code.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
⚡ A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize
PLynx is a domain agnostic platform for managing reproducible experiments and data-oriented workflows.
A library of metrics for evaluating recommender systems
Integration of TensorFlow with other open-source frameworks
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)