214 Open source projects that are alternatives of or similar to gdc

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

🧐 Code & Data for Fact-based Text Editing (Iso et al; ACL 2020)

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Quantize weights and activations in Recurrent Neural Networks.

여러가지 유명한 신경망 모델들을 제공합니다. (DCGAN, VAE, Resnet 등등)

Deep-Learning Model Exploration and Development for NLP

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Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano

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Context Aware Language Models

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🏭 PDF text extraction pipeline: self-hosted, local-first, Docker-based

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

Dasher text entry in HTML, CSS, JavaScript, and SVG

a sklearn wrapper for Google's BERT model

A toolkit for neural language modeling using Tensorflow including basic models like RNNs and LSTMs as well as more advanced models.

Optimus: the first large-scale pre-trained VAE language model

LSTM Language Model with Subword Units Input Representations

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].

XLNet for generating language.

A basic and simple tool for code auto completion

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

A powerful dataset generator for Rasa NLU, inspired by Chatito

Language Modeling

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

An opensource speech-to-text software written in tensorflow

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

A curated list of pretrained sentence and word embedding models

SWIG Wrapper for the SRILM toolkit

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

Papers and Book to look at when starting NLP 📚

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

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

中文 预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

Paper collection of Neural Text Generation

GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

A Dutch RoBERTa-based language model

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

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Natural language detection package in pure Go

User Simulation for Task-Completion Dialogues

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including the Essays dataset (Big-Five)

PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset

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A C++ library providing fast language model queries in compressed space.

A curated list of resources dedicated to Natural Language Generation (NLG)

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Personalized Query Completion

This repository contains demos I made with the Transformers library by HuggingFace.

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

A list dedicated to products, demos and articles related to 🤖 OpenAI's Codex.