tensorflow

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

Crater is a cloud-native AI training & inference platform.

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Fast and production-ready question answering in Node.js

Large Language Models for All, 🦙 Cult and More, Stay in touch !

DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps

State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

DECIMER Image Transformer is a deep-learning-based tool designed for automated recognition of chemical structure images. Leveraging transformer architectures, the model converts chemical images into SMILES strings, enabling the digitization of chemical data from scanned documents, literature, and patents.

A work in progress to build out solutions in Rust for MLOPs

✍🏻 gpt2-client: Easy-to-use TensorFlow Wrapper for GPT-2 117M, 345M, 774M, and 1.5B Transformer Models 🤖 📝

PERT: Pre-training BERT with Permuted Language Model

Probing the representations of Vision Transformers.

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

Amazon SageMaker Local Mode Examples

A beginner's roadmap to self studying Machine Learning and Artificial Intelligence

Machine Learning Training Utilities (for TensorFlow and PyTorch)

Deep-Learning Model Exploration and Development for NLP