701 Open source projects that are alternatives of or similar to MinTL

NLP Paper

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

One Person, One Model, One World: Learning Continual User Representation without Forgetting

NLP library designed for reproducible experimentation management

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

End-to-end ASR/LM implementation with PyTorch

Keras implementation of BERT with pre-trained weights

Electra pre-trained model using Vietnamese corpus

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

[ACL‘20] Highway Transformer: A Gated Transformer.

a sklearn wrapper for Google's BERT model

GPT-2 French demo | Démo française de GPT-2

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

Indonesian Language Models and its Usage

resources for the IBM Airlines Table-Question-Answering Benchmark

Abstractive summarisation using Bert as encoder and Transformer Decoder

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Google AI 2018 BERT pytorch implementation

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

A collaborative collection of open-source safe GPT-3 prompts that work well

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

PyTorch Implementation of OpenAI GPT-2

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020

Code release of "Learning Transferable Features with Deep Adaptation Networks" (ICML 2015)

Laravel 5 HAL+JSON API Transformer Package

Laravel Transformer

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

Vision-Language Transformer and Query Generation for Referring Segmentation (ICCV 2021)

NLP: Relation extraction with position-aware self-attention transformer

Transformer Chatbot in TensorFlow 2 with TPU support.

Jupyter notebooks for Chainer hands-on

Repository for Transfer Learning using Deep CNNs trained with synthetic images

Handwritten text recognition using transformers.

A collection of SOTA Image Classification Models in PyTorch

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)

Grapheme to phoneme conversion with deep learning.

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

⚙️ Transformer function to transform GraphQL Directives. Create model CRUD directive for example

This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising"(KDD2021).

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

Next Word Prediction using n-gram Probabilistic Model with various Smoothing Techniques

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩

PyTorch Implementation for "TransPose: Keypoint localization via Transformer", ICCV 2021.

Easily train or fine-tune SOTA computer vision models with one open source training library

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

Implementation for "Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling"

A GPT-J API to use with python3 to generate text, blogs, code, and more

Genre Classification using Convolutional Neural Networks