Machine Translation Transformers NLP Tools

Transformer-based implementations and tutorials for translating text between language pairs. Does NOT include general translation APIs, multilingual models for non-translation tasks, or other neural architectures for machine translation.

There are 196 machine translation transformers tools tracked. 3 score above 50 (established tier). The highest-rated is xv44586/toolkit4nlp at 52/100 with 96 stars.

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#	Tool	Score	Tier	Stars	Language
1	xv44586/toolkit4nlp transformers implement (architecture, task example, serving and more)	52	Established	96	Python
2	luozhouyang/transformers-keras Transformer-based models implemented in tensorflow 2.x(using keras).	51	Established	76	Python
3	ufal/neuralmonkey An open-source tool for sequence learning in NLP built on TensorFlow.	50	Established	414	Python
4	graykode/xlnet-Pytorch Simple XLNet implementation with Pytorch Wrapper	49	Emerging	581	Jupyter Notebook
5	uzaymacar/attention-mechanisms Implementations for a family of attention mechanisms, suitable for all kinds...	49	Emerging	373	Python
6	budzianowski/PyTorch-Beam-Search-Decoding PyTorch implementation of beam search decoding for seq2seq models	47	Emerging	338	Python
7	Vishnunkumar/doc_transformers Document processing using transformers	47	Emerging	22	Python
8	spring-media/headliner 🏖 Easy training and deployment of seq2seq models.	46	Emerging	228	Python
9	tommytracey/AIND-Capstone Machine Translation with RNNs. This is the capstone project for the Udacity...	46	Emerging	50	HTML
10	elbayadm/attn2d Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction	46	Emerging	498	Python
11	roomylee/self-attentive-emb-tf Simple Tensorflow Implementation of "A Structured Self-attentive Sentence...	45	Emerging	90	Python
12	rishikksh20/FNet-pytorch Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms	44	Emerging	262	Python
13	CyberZHG/keras-xlnet Implementation of XLNet that can load pretrained checkpoints	44	Emerging	169	Python
14	foamliu/Machine-Translation-v2 英中机器文本翻译	43	Emerging	63	Python
15	jpWang/LiLT Official PyTorch implementation of LiLT: A Simple yet Effective...	43	Emerging	362	Python
16	alexeyev/abae-pytorch PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect...	42	Emerging	66	Python
17	omarsar/pytorch_neural_machine_translation_attention Neural Machine Translation with Attention (PyTorch)	42	Emerging	44	Jupyter Notebook
18	DongjunLee/transformer-tensorflow TensorFlow implementation of 'Attention Is All You Need (2017. 6)'	42	Emerging	349	Python
19	ilyalasy/DOM-LM Unofficial Pytorch implementation of Dom-LM paper.	41	Emerging	33	Python
20	datawhalechina/learn-nlp-with-transformers we want to create a repo to illustrate usage of transformers in chinese	41	Emerging	3,143	Shell
21	devjwsong/transformer-translator-pytorch The PyTorch implementation of the transformer for machine translation.	40	Emerging	95	Python
22	davidalami/ConveRT Dual Encoders for State-of-the-art Natural Language Processing.	40	Emerging	61	Python
23	xiaoyuin/tntspa Official repository of "Neural Machine Translating from Natural Language to SPARQL"	40	Emerging	17	Jupyter Notebook
24	khakhulin/compressed-transformer Compression of NMT transformer model with tensor methods	40	Emerging	48	Jupyter Notebook
25	ariannamethod/haze hybrid attention entropy system	40	Emerging	5	Python
26	jaketae/fnet PyTorch implementation of FNet: Mixing Tokens with Fourier transforms	39	Emerging	29	Python
27	yoosan/sentpair Modelling Sentence Pairs with Tree-structured Attentive Encoder...	39	Emerging	18	Lua
28	Giovo17/tfs-mt Transformer from scratch for Machine Translation	39	Emerging	2	Python
29	alvations/kopitiam How to Order Coffee in Singapore?	39	Emerging	11	Jupyter Notebook
30	isi-nlp/rtg Reader Translator Generator - NMT toolkit based on pytorch	38	Emerging	32	Jupyter Notebook
31	psaegert/flash-ansr Fast Amortized Neural Symbolic Regression with Transformers and SimpliPy	38	Emerging	4	Python
32	jaketae/g-mlp PyTorch implementation of Pay Attention to MLPs	38	Emerging	40	Python
33	AuCson/PyTorch-Batch-Attention-Seq2seq PyTorch implementation of batched bi-RNN encoder and attention-decoder.	37	Emerging	281	Python
34	jaketae/realformer PyTorch implementation of RealFormer: Transformer Likes Residual Attention	37	Emerging	11	Python
35	oleges1/code-completion pytorch version of code completion with neural attention and pointer networks	37	Emerging	12	Jupyter Notebook
36	sjayakum/nlp-machine-translation CSCI 544 NLP Research Project - Machine Translation	36	Emerging	11	Jupyter Notebook
37	cpm0722/transformer_pytorch Transformer(Attention Is All You Need) Implementation in Pytorch	36	Emerging	73	Python
38	accraze/machine-translator Translate words using a statistical model	36	Emerging	8	JavaScript
39	thammegowda/006-many-to-eng Machine translation of many to English	36	Emerging	11	Jupyter Notebook
40	howardyclo/pytorch-seq2seq-example Fully batched seq2seq example based on practical-pytorch, and more extra features.	36	Emerging	76	Jupyter Notebook
41	zxuu/Self-Attention Transformer的完整实现。详细构建Encoder、Decoder、Self-attention。以实际例子进行展示，有完整的输入、训练、预测过程。...	36	Emerging	127	Python
42	THUMNLab/AutoAttend Code Implementation for AutoAttend: Automated Attention Representation Search	35	Emerging	11	Python
43	dashnak90/mT5_translator Deep Learning Translator using Transfer Learning approach. Hugging Face mT5...	34	Emerging	9	Jupyter Notebook
44	AliHaiderAhmad001/Transformer-from-Scratch-with-Tensorflow Neural Machine Translator with Transformers. Implementation for "Attention...	34	Emerging	8	Python
45	ManzoorElahi/organic-chemistry-reaction-prediction-using-NMT organic chemistry reaction prediction using NMT with Attention	34	Emerging	54	Python
46	g8a9/ear Code associated with the paper "Entropy-based Attention Regularization Frees...	34	Emerging	50	Python
47	abhaskumarsinha/Keras-implementation-of-Transformer-Architecture This repository presents a Python-based implementation of the Transformer...	34	Emerging	5	Jupyter Notebook
48	dumitrescustefan/Romanian-Transformers This repo is the home of Romanian Transformers.	34	Emerging	109	—
49	ayaka14732/TransCan An English-to-Cantonese machine translation model	33	Emerging	55	Python
50	HenningBuhl/low-resource-machine-translation This repository is an open-source colleciton of various low-resource machine...	33	Emerging	7	Python
51	345ishaan/im2latex Tensorflow Implementation of Im2Latex	33	Emerging	39	CSS
52	timtibilati/AttentionOCR Generates raw LaTex code of given PDF formula images using CV	33	Emerging	7	Python
53	AhmedSSoliman/MarianCG-NL-to-Code This repository is the implementation of a Transformer model called MarianCG...	32	Emerging	21	Jupyter Notebook
54	kingabzpro/Yoruba-Machine-Translation The goal of this challenge is to build a machine translation model to...	32	Emerging	5	Jupyter Notebook
55	AmrHendy/programming-language-translator An easy way to use the released TransCoder by Facebook AI Research to...	32	Emerging	25	Jupyter Notebook
56	prakhargurawa/Neural-Machine-Translation-Keras-Attention Machine translation using LSTM Model. Created two translation models...	32	Emerging	5	Jupyter Notebook
57	haeggee/error-detection-mt Critical Error Detection in Machine Translation - Project for Computational...	31	Emerging	2	Jupyter Notebook
58	phuc16102001/machine-translation-transformer Using Transformer model to do the machine translation task from Vietnamese...	31	Emerging	4	Python
59	YuweiYin/GTrans [IEEE TASLP] GTrans: Grouping and Fusing Transformer Layers for Neural...	31	Emerging	3	Python
60	macabdul9/pytorch-is-all-you-need Deep Learning with PyTorch and PyTorch-Lightning	31	Emerging	4	Jupyter Notebook
61	Cc618/Conjugator AI capable of conjugating french verbs. Seq2seq translation at character...	31	Emerging	3	Python
62	corl-team/rebased Official implementation of the paper "Linear Transformers with Learnable...	31	Emerging	169	Python
63	legacyai/tf-transformers State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer...	31	Emerging	85	Jupyter Notebook
64	ArtificialZeng/tranformers-expalined tranformers-code-explained--line-by-line	31	Emerging	3	Python
65	shreyanshu28/slang-translator Formal to informal sentence translation	31	Emerging	3	Jupyter Notebook
66	paramiai/cantoformer Transformers for Cantonese	31	Emerging	58	Python
67	timbmg/Structured-Self-Attentive-Sentence-Embedding Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin...	31	Emerging	24	Python
68	butyr/pytorch-transformers PyTorch transformer implementation based on "Attention Is All You Need"	31	Emerging	3	Python
69	megagonlabs/t5-japanese Codes to pre-train Japanese T5 models	31	Emerging	40	Python
70	iml1111/machine-translation Neural Machine Translation with Transformer	31	Emerging	3	Python
71	tommykwh/TensorFlow-Seq2Seq Implement en-fr translation task by implenting seq2seq, encoder-decoder in...	31	Emerging	21	Jupyter Notebook
72	minhbtnguyen/gated_transformers_nlp Gated Transformers implementation and most-popular deep learning...	31	Emerging	4	Python
73	YarikSWT/russian-english-nerual-machine-translation Neural Machine Translation task for Russian to English languages. Practical...	30	Emerging	2	Jupyter Notebook
74	JasonFengGit/Neural-Model-Translation A Chinese to English Neural Model Translation Project	30	Emerging	42	Python
75	expellialbus/English-to-Turkish-Translator An implementation of Encoder-Decoder architecture built with Transformers to...	30	Emerging	6	Python
76	jackfrost1411/machine-translation-english-to-hindi Machine translation using the seq2seq model	30	Emerging	7	Jupyter Notebook
77	SapienzaNLP/ea-mt Entity-Aware Machine Translation (SemEval-2025: Task 2)	29	Experimental	7	JavaScript
78	SpydazWebAI-NLP/BasicNeuralNetWork2023 A Basic Multi layered Neural Network, With Attention Masking Features	29	Experimental	1	Visual Basic .NET
79	keya-desai/Gated-Attention Implementation of the paper : Not all attention is needed - Gated Attention...	29	Experimental	13	Jupyter Notebook
80	jloveric/language-interpolation Experiments in language interpolation with high order sparse neural networks	29	Experimental	1	Python
81	zzzhacker/onnx-trasformers2 Accelerated NLP pipelines for fast inference rocket on CPU AND GPUS. Built...	29	Experimental	1	Python
82	RRisto/seq2seq upgrade on pytorch seq2seq tutorial	28	Experimental	10	Jupyter Notebook
83	victor-iyi/transformer TensorFlow implementation of the Transformer model	28	Experimental	2	Python
84	alexyalunin/transformer-autoencoder Autoencoder version on Transformer model using PyTorch	28	Experimental	26	Jupyter Notebook
85	DethRaid/voynich-translation A project to translate the Voynich Manuscript into English	28	Experimental	11	Perl
86	sayarghoshroy/Statistical-Machine-Translation A simple SMT system for English to Hindi	28	Experimental	6	Jupyter Notebook
87	iamNCJ/DUMA-pytorch-lightning Unofficial Implementation of the DUMA Paper	28	Experimental	8	Python
88	lingvanex-mt/models Free and open source pre-trained translation models, including Kurdish,...	27	Experimental	89	—
89	Datamathican/Machine-Translation Essay on Machine Translation	27	Experimental	1	—
90	LennartKeller/poutyne-transformers Train 🤗-transformers models with Poutyne.	27	Experimental	2	Python
91	WD-Leong/NLP-Attention-Free-Transformer An Attention Free Transformer without Self-Attention mechanism in PyTorch.	27	Experimental	9	Python
92	3ba2ii/Machine-Translation-NLP A Machine Translation project that translates text from English to French	27	Experimental	8	Jupyter Notebook
93	ritzdevp/TL-Code-Vectorizer Code for Transfer Learning Code Vectorizer, a deep learning proof of concept...	26	Experimental	3	Jupyter Notebook
94	tanishqgautam/Seq2seq-Machine-Translation-with-Attention Sequence2Sequence Machine Translation of Russian to English sentence pairs...	25	Experimental	7	Python
95	kjd-dktech/GbeTo_ewe-fr Fine-tuning of NLLB-200-distilled-600M for bidirectional Ewe ↔ French neural...	25	Experimental	1	Jupyter Notebook
96	bhaprayan/unbabel an exploration of accent transfer using deep learning	25	Experimental	6	Jupyter Notebook
97	Allenem/transformer :newspaper: :alien: :mahjong: Just practice transformer in translation from...	25	Experimental	11	Jupyter Notebook
98	lamm-mit/CollagenTransformer CollagenTransformer: End-to-End Transformer Model to Predict Thermal...	25	Experimental	8	Jupyter Notebook
99	Sagargajare/HINGLISH-ANUVAAD Hindi-English text to English Translition with NLP	24	Experimental	1	Jupyter Notebook
100	nawnoes/pytorch-performer Performer simple implementation using pytorch	24	Experimental	3	Python
101	ShrishtiHore/Auto-Neural-Translator-English-to-Marathi Machine translation refers to translating phrases across languages using...	24	Experimental	2	Jupyter Notebook
102	machinelearningzuu/everything-about-transformers This Project Repository Contains different implementations of graphs in ...	24	Experimental	5	Jupyter Notebook
103	fooSynaptic/transfromerForTasks Implemented transformer NN block for Machine translation, text...	23	Experimental	11	Python
104	gazelle93/Transformer-Various-Positional-Encoding This project aims to implement the Transformer Encoder blocks using various...	23	Experimental	24	Python
105	tanishqgautam/Transformers Pytorch Implementation of Transformers	23	Experimental	4	Python
106	xmarva/transformer-architectures Teaching transformer-based architectures	23	Experimental	7	Jupyter Notebook
107	serkanars/machine_translate_with_lstm Machine translation application from English to Turkish with LSTM.	23	Experimental	3	Jupyter Notebook
108	avnCode/NLP Translation task using NLP	23	Experimental	3	Jupyter Notebook
109	Picovoice/zebra On-device translation engine powered by deep learning	23	Experimental	2	Python
110	Minami-su/nBAT BiLSTM-Attention Transformer for non-coding RNA Coding Potential...	23	Experimental	3	Python
111	rplacucci/attention-is-all-you-need Full Pytorch implementation of Attention Is All You Need from first...	23	Experimental	2	Python
112	maroxtn/mt5-M2M-comparison Comparing M2M and mT5 on a rare language pairs, blog post: ...	23	Experimental	16	Jupyter Notebook
113	aggarwal-shivam/Hindi-to-English-NMT-Pytorch This project aims at implementing a Neural Machine Translation model using...	22	Experimental	2	Jupyter Notebook
114	jeremyrenaudin/french-to-english-translator French to English translator using NLP and Spacy.	22	Experimental	2	Jupyter Notebook
115	LazarusNLP/IndoT5 T5 Language Models for the Indonesian Language!	22	Experimental	15	Python
116	anujsahani01/English-Marathi-Translation Fine-tuned and compared 3 🤗 pre-trained Multilingual LLMs	22	Experimental	6	Jupyter Notebook
117	edzix-1/NLP-Project NLP course project: Comparison of mBART-50 and Helsinki-NLP MarianMT models...	22	Experimental	1	Jupyter Notebook
118	ddsyasas/Infix-to-Postfix-Translation-LSTM LSTM encoder-decoder model that translates infix mathematical expressions to...	22	Experimental	1	Jupyter Notebook
119	Anwarvic/ConvS2S This is PyTorch implementation of the "Convolutional Sequence to Sequence...	21	Experimental	9	Python
120	chagmgang/transformer_nlp natural language processing with pytorch based on transformer model	21	Experimental	7	Jupyter Notebook
121	raj-pulapakura/English-to-French-Translation English to French Machine Translation using the Encoder-Decoder architecture...	21	Experimental	1	Jupyter Notebook
122	reshalfahsi/neural-machine-translation English-To-German Neural Machine Translation Using Transformer	21	Experimental	1	Jupyter Notebook
123	widium/Transformer Create Neural Network Architecture "Transformer" from scratch, from the...	21	Experimental	1	Python
124	luk-st/ar-en-transliteration-mt Arabic to english machine translation using classic and transliterated approach.	21	Experimental	1	Jupyter Notebook
125	PriyeshDave/Language-Translation Using Hugging Face MBart50 model for language translation from English to Hindi.	21	Experimental	1	Jupyter Notebook
126	Barqawiz/aind2-nlp-translation Machine translation pipeline. Ready models to translate between languages.	20	Experimental	8	HTML
127	soheil-mp/Machine-Translation An end-to-end machine translation model for translating English to French 🗣️	20	Experimental	8	Jupyter Notebook
128	dream-1ab/translator_nn Transformer based neural network machine translation model for 8 languages...	20	Experimental	4	Jupyter Notebook
129	Sharif-SLPL/t5-fa T5 (Text-to-Text Transformer Model) for Farsi.	20	Experimental	11	Python
130	LaSTUS-TALN-UPF/Syntax-Aware-Transformer-Text2Gloss This repository contains the code of the experiments reported in the paper...	20	Experimental	6	Python
131	aju22/Transformer-Distribution-Visualizer A Research Toolkit that allows users to select a transformer model, specify...	19	Experimental	4	HTML
132	KhaLee2307/text-classification_machine-translation Some tasks in NLP: Text Classification and Machine Translation	19	Experimental	3	Jupyter Notebook
133	fvalerii/nmt-seq2seq-translation 🚀 High-performance NMT study scaling Seq2Seq LSTMs to 200k+ sentence pairs....	19	Experimental	—	Jupyter Notebook
134	codeme-ne/Translator Python CLI for translating German websites to English with batching,...	19	Experimental	—	HTML
135	BOUALILILila/hybridseq2seq Hyperbolic geometry for representing structural information to improve the...	19	Experimental	3	Python
136	chenjunyi1999/Translator-Transformer [NLP] A english to chinese translator using Transformer structure	19	Experimental	15	Python
137	zakir-codes/transformer-tokenization-experiments Controlled experiments exploring how tokenization impacts transformer...	19	Experimental	—	Python
138	tanjeffreyz/attention-is-all-you-need PyTorch implementation of "Attention Is All You Need" by Ashish Vaswani,...	19	Experimental	18	Python
139	NilayShenai/English-to-Bhojpuri-Translator The English-to-Bhojpuri Translator uses a fine-tuned mBART model to...	18	Experimental	1	Jupyter Notebook
140	arko-14/attention This repository contains the implementation of the Transformer (“Attention...	18	Experimental	1	Jupyter Notebook
141	gauthamys/transferNMT Transfer learning on NMT with Attention models for en-te and en-ka parallel pairs	18	Experimental	2	Jupyter Notebook
142	Sparshj8287/Bhasha-Model-Comparison The Bhasha Model Comparison repository is a project aimed at evaluating and...	17	Experimental	1	Python
143	EliasK93/transformer-models-for-domain-specific-machine-translation Example application for the task of fine-tuning pretrained machine...	16	Experimental	17	Python
144	EdenOved/sms-translation-app Android SMS translator app with offline machine learning models for...	16	Experimental	2	Java
145	Vignan2659/code-mixed-hinglish-english-nlp NLP project for translating code-mixed Hinglish text to English using...	15	Experimental	—	Jupyter Notebook
146	CallmeSen/English-German-Machine-Translation-using-LSTM-Encoder-Decoder-Model [SGU] 841448 - NLP (2025-2026 / HK1)	15	Experimental	—	Jupyter Notebook
147	mbchavez27/simple-translator Simple Language Translator — In Submission for CCPROG2.	15	Experimental	1	C
148	RatnaKaturi/Analyzing-Attention-Head-Specialization-in-Transformer-Language-Models Performed head-level interpretability analysis on Transformer models using...	14	Experimental	1	Jupyter Notebook
149	isthatm/eng-kor-transformer A Transformer-based implementation for English–Korean machine translation...	14	Experimental	1	Jupyter Notebook
150	sovit-123/attention_is_all_you_need Implementation of language model papers along with several examples [NOT ALL...	13	Experimental	12	Python
151	jpwahle/emnlp22-transforming The official implementation of the EMNLP 2022 paper "How Large Language...	13	Experimental	10	Python
152	DevEooo/NLP-Translation A Natural Language Processing (NLP) experimental building translate using...	12	Experimental	1	Python
153	hskimim/pytorch-transformer-implementation Pytorch Implementation of transformer series deep learning models	12	Experimental	5	Jupyter Notebook
154	arisgrout/AI_english_french_translator English to French translator. Text-based NLP ensemble combining embedding...	12	Experimental	6	Python
155	iibrahimli/universal_transformers Universal Transformers implementation in PyTorch	12	Experimental	6	Python
156	gazelle93/Attention-Various-Positional-Encoding This project aims to implement the Scaled-Dot-Product Attention layer and...	12	Experimental	5	Python
157	KhalidRizk/seq2seq-nmt Neutral Machine Translator, completed as a part of CS462 NLP coursework.	12	Experimental	7	Jupyter Notebook
158	realamirhe/tsnn Probably the world most FC implementation of transformers with SNNs	12	Experimental	7	Python
159	soumik12345/Neural-Machine-Translation Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model	12	Experimental	6	Jupyter Notebook
160	guotong1988/transformer_relative_position_embedding 开箱即用	12	Experimental	6	Python
161	ayaka14732/bart-base-cantonese The pre-trained Cantonese BART model	12	Experimental	8	Python
162	SpydazWebAI-NLP/BasicPositionalEncoderDecoder2023 The Positional Encoder Decoder is a Visual Basic .NET class that provides...	11	Experimental	—	Visual Basic .NET
163	maharshijani05/Encoder-Decoder-with-Attention-Mechanism This project implements a Neural Machine Translation (NMT) system to...	11	Experimental	—	Python
164	NikitaGoldashevsky/NMT-Transformer A TensorFlow-based Transformer model for English-to-Russian neural machine...	11	Experimental	—	Python
165	UEFI-code/BadTransformer Simplified and easy-to-understand transformer	11	Experimental	—	Python
166	hemangjoshi37a/custom_dataset_german_to_english_translation_with_transformer This project, developed at the Technion - Israel Institute of Technology,...	11	Experimental	3	Jupyter Notebook
167	shahafp/Conala-Challenge Seq2seq translation model with attention that will get a natural language...	11	Experimental	3	Jupyter Notebook
168	codewithdark-git/Transformers The Transformers repository provides a comprehensive implementation of the...	11	Experimental	—	Jupyter Notebook
169	Hojjat-Mokhtarabadi/Attention-is-all-you-need Implementation of Attention is all you need	11	Experimental	3	Python
170	avanishd-3/transformer-models Transformer Models written in PyTorch	11	Experimental	1	Jupyter Notebook
171	benisalla/BIA-Bilingual-Net BIA-BilingualNet is a versatile and robust neural network architecture...	11	Experimental	1	Jupyter Notebook
172	Projects-Developer/Attention-Mechanisms-In-Deep-Learning Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper...	11	Experimental	—	—
173	GJ98/transformer Transformer implemented by PyTorch	11	Experimental	3	Python
174	jain-pratham/Transformers_Language_Translater_EG_To_HI English to Hindi Neural Machine Translation using Hugging Face Transformers...	11	Experimental	—	Jupyter Notebook
175	WONJINOH/Natural-Language-Processing NLP projects — Transformer, Seq2Seq with Attention, neural machine...	11	Experimental	—	Jupyter Notebook
176	abhaskumarsinha/Seq2Seq-Bahdanau-Attention-based-Encoder-Decoder-Language-Translator A language translator based on a very simple NLP Transformer model, backed...	11	Experimental	3	Jupyter Notebook
177	SayamAlt/English-to-French-Language-Translation-using-Seq2Seq-Modeling Established a deep learning model which can translate English...	11	Experimental	3	Jupyter Notebook
178	HoBinh28/Seq2Seq-to-TorchScript This repository contains scripts to export T5 model to torchscript or onnx.	11	Experimental	3	Python
179	Dev-Khant/Encoder-Decoder Simple Encoder Decoder Network	11	Experimental	3	Jupyter Notebook
180	ivanfurac/Transformer-Sequence-Alignment Master thesis - Deep learning-based pairwise alignment of protein sequences...	11	Experimental	3	Python
181	Akhil-py/Transformer-Language-Modeling GPT-like transformer model consisting of an encoder and a decoder for...	11	Experimental	3	Python
182	syedhamzamohiuddin/-attention-is-all-you-need-tf2 From paper to code: a rigorous Transformer implementation in TensorFlow 2 —...	11	Experimental	—	—
183	sabamadadi/code-to-Text-Transformers Fine-tuning Transformer seq-to-seq models (CodeT5 / PLBART) to generate...	11	Experimental	2	Jupyter Notebook
184	EstevesX10/Transformer-From-Scratch NLP Project: Implementation of a Transformer from Scratch to perform...	11	Experimental	—	Jupyter Notebook
185	haukzero/Transformer-Demo 跟着原论文主要框架走，像搭积木一样一步一步构建出一个基础的Transformer模型	11	Experimental	4	Python
186	arunism/Neural-Machine-Translation Multi-model implementation for neural machine translation from Nepali to English.	10	Experimental	2	Python
187	ArevikKH/Machine-Translate-Seq2Seq-Attention PyTorch implementation of a sequence-to-sequence neural machine translation...	10	Experimental	1	Jupyter Notebook
188	areeba0/English-to-French-Translation-using-NLTK-and-Hugging-Face-Transformers-MarianMTModel This repository provides a complete workflow for text processing using...	10	Experimental	2	Jupyter Notebook
189	Codehackerone/nlp-pytorch PyTorch Implementations of Seq-2-seq architecture, transformers and Machine...	10	Experimental	2	Jupyter Notebook
190	hakancangunerli/multi-translate-with-roots multilingual translator	10	Experimental	2	Python
191	Dev-Khant/English-to-Hindi-Translation English To Hindi Translation with Transformers	10	Experimental	2	Jupyter Notebook
192	nabeelshan78/real-time-neural-machine-translation A full end-to-end Neural Machine Translation (NMT) system built using...	10	Experimental	1	Jupyter Notebook
193	HEMANGANI/Language-Translator Translation tool using NLP concepts and TensorFlow, Keras libraries. The...	10	Experimental	2	Jupyter Notebook
194	Amr-Abdellatif/NLP-Tranformer-from-scratch-with-PyTorch-AMP Implementation of NLP transformer with Automatic mixed precision and a few...	10	Experimental	2	Python
195	EsratMaria/Masked_Language_Model_NLP Using transformer pipeline to solve masked language modeling.	10	Experimental	2	Jupyter Notebook
196	ArevikKH/Seq2Seq-English-Russian-Translation PyTorch implementation of a sequence-to-sequence neural machine translation...	10	Experimental	1	Jupyter Notebook