🤗 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.

State-of-the-Art Text Embeddings

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

An educational resource to help anyone learn deep reinforcement learning.

Download pictures (or videos) along with their captions and other metadata from Instagram.

StyleGAN2 - Official TensorFlow Implementation

BertViz: Visualize Attention in Transformer Models

TensorFlow Neural Machine Translation Tutorial

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

MuZero

For trading. Please star.

Large-scale pretraining for dialogue

Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

Distributed task queue with full async support

A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

End-to-end neural table-text understanding models.

Real-time pose estimation accelerated with NVIDIA TensorRT

inferring sql queries from plain-text questions about tables

Elasticsearch with BERT for advanced document search.

A relation-aware semantic parsing model from English to SQL

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

An original implementation of EMNLP 2019, "A Discrete Hard EM Approach for Weakly Supervised Question Answering"

PyTorch implementation of AlphaZero Connect from scratch (with results)

Using Database Rule for Weak Supervised Text-to-SQL Generation https://arxiv.org/abs/1907.00620