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Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).

Python 133 15 Updated Oct 18, 2024

Repo for the paper on Attention Bias Calibration for Transformer models

Python 7 Updated Sep 19, 2024

Code for reproducing key results in the paper "Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time" by Kārlis Freivalds, Emīls Ozoliņš and Agris Šostaks

Python 11 2 Updated Apr 10, 2020

Residual Shuffle-Exchange Networks: Unofficial PyTorch Implementation

Jupyter Notebook 11 Updated Sep 16, 2022

LSTM, RNN and GRU implementations using Pytorch

Python 69 15 Updated Mar 27, 2021

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 66,947 6,708 Updated Jan 22, 2026

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Python 813 68 Updated Jan 30, 2026

Implement the paper "Self-Attention with Relative Position Representations"

Python 139 21 Updated Jan 8, 2021

A repository containing tutorials for practical NLP using PyTorch

Jupyter Notebook 533 159 Updated Sep 14, 2019

Game for memory and focus training.

Python 1 1 Updated Oct 3, 2023

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 100,836 28,037 Updated Jun 17, 2026

This is where I put all my work in Natural Language Processing

Python 97 46 Updated Jun 26, 2021

Neural Machine Translation with Attention (PyTorch)

Jupyter Notebook 44 15 Updated Nov 13, 2018

A curated list of awesome Machine Learning frameworks, libraries and software.

Python 72,895 15,489 Updated Jun 16, 2026

🤗 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.

Python 161,672 33,535 Updated Jun 17, 2026

Part-of-speech tagger with character-level features using PyTorch

Python 4 1 Updated Oct 5, 2017

The Julia Programming Language

Julia 48,864 5,792 Updated Jun 17, 2026
Python 12 3 Updated Mar 31, 2024

💫 Models for the spaCy Natural Language Processing (NLP) library

Python 1,881 316 Updated Mar 20, 2026

💫 Industrial-strength Natural Language Processing (NLP) in Python

Python 33,664 4,688 Updated May 19, 2026

A Pytorch implementation of "Matrix Capsules with EM routing"

Python 233 48 Updated Apr 8, 2018

Freeze (package) Python programs into stand-alone executables

Python 13,021 2,016 Updated Jun 16, 2026

Julia interface for SpaCy NLP library

Julia 14 2 Updated Apr 22, 2018

GAP is a gender-balanced dataset containing 8,908 coreference-labeled pairs of (ambiguous pronoun, antecedent name), sampled from Wikipedia for the evaluation of coreference resolution in practica…

Python 228 80 Updated Nov 10, 2020

Some example scripts in pytorch

Python 27 11 Updated May 5, 2025

Deep Learning with PyTorch, published by Packt

Jupyter Notebook 471 281 Updated Mar 2, 2026
Jupyter Notebook 4 3 Updated Sep 22, 2018

✨Fast Coreference Resolution in spaCy with Neural Networks

C 2,889 471 Updated Apr 13, 2023