Robust Speech Recognition via Large-Scale Weak Supervision

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

We write your reusable computer vision tools. 💜

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

PyTorch code and models for the DINOv2 self-supervised learning method.

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

Supervisor process control system for Unix (supervisord)

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

🚨 Collection of Prometheus alerting rules

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

A curated list of awesome self-supervised methods

A system for quickly generating training data with weak supervision

Modern concurrency tools including agents, futures, promises, thread pools, supervisors, and more. Inspired by Erlang, Clojure, Scala, Go, Java, JavaScript, and classic concurrency patterns.

Template rendering, notifier, and supervisor for @HashiCorp Consul and Vault data.

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

a go-lang supervisor implementation

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

A python library for self-supervised learning on images.

PyTorch code and models for V-JEPA self-supervised learning from video.

PyTorch code and models for VJEPA2 self-supervised learning from video.

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

A library for Multilingual Unsupervised or Supervised word Embeddings

Highly-available Distributed Fault-tolerant Runtime

Images to inference with no labeling (use foundation models to train supervised models).

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.