Stars
AI on the way. An auto deep learning pipe dream. An RDBMS approach to deep learning. Declarative, explainable, scalable, optimizable, easy to deploy, all that good stuff.
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
🎯 Task-oriented embedding tuning for BERT, CLIP, etc.
SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.
A library for efficient similarity search and clustering of dense vectors.
Statically analyzes Go code and reports functions that are passing large structs by value
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Auto-generated Google APIs for Go.
Bootstrap yourself to write an OS from scratch. A book for self-learner.
Google Drive API Python wrapper library. Maintained fork of PyDrive.
☁️ Build multimodal AI applications with cloud-native stack
A curated list of awesome information retrieval resources
Pytorch and Torch testing code of CartoonGAN [Chen et al., CVPR18]
Code for building ConceptNet from raw data.
A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)
Taming Transformers for High-Resolution Image Synthesis
[CVPR'21 Oral] Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
A C++ standalone library for machine learning
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
Unofficial PyTorch Reimplementation of RandAugment.
Model summary in PyTorch similar to `model.summary()` in Keras
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR 2019
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
Ideas and thoughts about the fascinating Vision-and-Language Navigation
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch