Updated 11 months ago

transformers • Rank 38.7 • Science 64%

🤗 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.

Updated 11 months ago

torchao • Rank 25.9 • Science 64%

PyTorch native quantization and sparsity for training and inference

Updated 11 months ago

onnx2tf • Rank 22.1 • Science 67%

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Updated 11 months ago

lm-eval • Rank 28.4 • Science 59%

A framework for few-shot evaluation of language models.

Updated 11 months ago

smart-transformers • Rank 7.9 • Science 77%

Smart Transformers are a versatile machine learning tool that can be integrated with Pytorch, TensorFlow, and JAX. Smart transformers provide accurate computations required for cryptographic algorithms. These transformers is that they are independent modules, making it efficient to experiment with various research projects related to cryptanalysis

Updated 11 months ago

uform • Rank 15.6 • Science 64%

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Updated 11 months ago

en-transformer • Rank 11.6 • Science 67%

Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network

Updated 11 months ago

rwkv-lm • Rank 11.2 • Science 67%

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Updated 11 months ago

torchdistill • Rank 15.0 • Science 59%

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Updated 10 months ago

https://github.com/timeseriesai/tsai • Rank 21.4 • Science 46%

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Updated 11 months ago

transformer-srl • Rank 10.4 • Science 54%

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

Updated 11 months ago

ultralyticspro • Rank 9.7 • Science 54%

🔥🔥🔥 专注于YOLO11,YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型,Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

Updated 11 months ago

monitors4codegen • Rank 7.0 • Science 54%

Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

Updated 11 months ago

sorsa • Rank 6.2 • Science 54%

SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models

Updated 11 months ago

caspr • Rank 5.5 • Science 54%

CASPR is a deep learning framework applying transformer architecture to learn and predict from tabular data at scale.

Updated 11 months ago

text-case • Rank 14.9 • Science 44%

Convert text between `camelCase`, `PascalCase`, `Capital Case`, `Header-Case`, `Title Case`, `path/case`, `snake_case`, `param-case`, `dot.case`, `CONSTANT_CASE`, `lower case`, `lOWER CASE FIRST`, `UPPER CASE`, `Upper case first` and other

Updated 11 months ago

proteinn-structure-predictor • Rank 1.6 • Science 57%

A transformer network trained to predict end-to-end single sequence protein structure as a set of angles given amino acid sequences.

Updated 11 months ago

stormtrooper • Rank 7.6 • Science 44%

Zero/few shot learning components for scikit-learn pipelines with LLMs and transformers.

Updated 11 months ago

sparql-transformer • Rank 10.0 • Science 39%

A more handy way to use SPARQL data in your web app

Updated 11 months ago

gpt • Rank 1.8 • Science 44%

Generative Pre-trained Transformer in PyTorch from scratch

Updated 11 months ago

computer-vision-in-action • Rank 9.3 • Science 36%

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

Updated 11 months ago

gcvit • Rank 9.0 • Science 36%

Tensorflow 2.0 Implementation of GCViT: Global Context Vision Transformer

Updated 11 months ago

relora • Rank 6.1 • Science 26%

Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates

Updated 10 months ago

conformer • Rank 6.1 • Science 23%

Implementation of the convolutional module from the Conformer paper, for use in Transformers

Updated 10 months ago

band • Rank 8.7 • Science 13%

BAND:BERT Application aNd Deployment, A simple and efficient BERT model training and deployment framework.

Updated 10 months ago

https://github.com/bytedance/bytetransformer • Rank 6.9 • Science 13%

optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052

Updated 10 months ago

text-sim • Rank 7.9 • Science 10%

文本相似度(匹配)计算,提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本

Updated 10 months ago

https://github.com/baldassarrefe/performer-gat-shapenet • Rank 0.7 • Science 13%

Performer vs. Graph Attention Network on ShapeNet with GradCAM explanations.

Updated 10 months ago

https://github.com/cosbidev/matnet • Rank 2.2 • Science 10%

Multi-Level Fusion and Self-Attention Transformer-Based Model for Multivariate Multi-Step Day-Ahead PV Generation Forecasting

Updated 11 months ago

mazegpt • Science 44%

AI model for making mazes that extends OpenAIs GPT2 model

Updated 11 months ago

community-aware-graph-transformer • Science 67%

Community-aware Graph Transformer (CGT) is a novel Graph Transformer model that utilizes community structures to address node degree biases in message-passing mechanism and developed by NS Lab @ CUK based on pure PyTorch backend.

Updated 11 months ago

jptranstokenizer • Science 44%

Japanese Tokenizer for transformers library

Updated 11 months ago

grte • Science 65%

Graph Receptive Transformer Encoder

Updated 11 months ago

decompose • Science 67%

Principal Component Analysis (PCA) Algorithm was implemented to determine the Functional Age of the Power Transformer using Return Voltage Measurement (RVM). [submitted]

Updated 11 months ago

mergekit • Science 44%

Tools for merging pretrained Large Language Models and create Mixture of Experts (MoE) from open-source models.

Updated 10 months ago

cell-detr • Science 54%

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

Updated 11 months ago

git • Science 54%

[ECCV2024 Oral🔥] Official Implementation of "GiT: Towards Generalist Vision Transformer through Universal Language Interface"

Updated 11 months ago

dpl • Science 44%

[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.

Updated 11 months ago

ecg_classification • Science 49%

Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Physiological Measurement 2022, EMBC 2023].

Updated 10 months ago

comprehensive-transformer-tts • Science 36%

A Non-Autoregressive Transformer based Text-to-Speech, supporting a family of SOTA transformers with supervised and unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate TTS

Updated 11 months ago

plankassembly • Science 54%

[ICCV 2023] PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape Programs

Updated 11 months ago

bundoora • Science 44%

Customized development container environment for consistent and efficient execution of machine learning projects.

Updated 10 months ago

https://github.com/amazon-science/wqa-multi-sentence-inference • Science 49%

This repository contains code used for our Multi Sentence Inference NAACL'22 paper.

Updated 11 months ago

polyglot-or-not • Science 49%

Are foundation LMs multilingual knowledge bases? (EMNLP 2023)

Updated 11 months ago

dtrocr • Science 57%

A PyTorch implementation of DTrOCR: Decoder-only Transformer for Optical Character Recognition

Updated 11 months ago

memit • Science 44%

Mass-editing thousands of facts into a transformer memory (ICLR 2023)

Updated 10 months ago

https://github.com/bentoml/transformers-nlp-service • Science 13%

Online Inference API for NLP Transformer models - summarization, text classification, sentiment analysis and more

Updated 11 months ago

wordart • Science 54%

The official code of CornerTransformer (ECCV 2022, Oral) on top of MMOCR.

Updated 11 months ago

tranformers-expalined • Science 44%

tranformers-code-explained--line-by-line

Updated 11 months ago

ai-health-agent • Science 44%

This code represents my work for the dissertation project of my MSc at the University of St Andrews.

Updated 11 months ago

final-state-transformer • Science 44%

Machine learning development toolkit built upon Transformer encoder network architectures and tailored for the realm of high-energy physics and particle-collision event analysis.

Updated 11 months ago

rose • Science 54%

PyTorch implementation of Rotary Spatial Embeddings

Updated 11 months ago

spn4cir • Science 54%

[ACM MM 2024] Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives

Updated 11 months ago

deno-nodejs-transformer • Science 44%

A Deno module for transform Deno package to NodeJS package. This module is a modified edition of the JSR package `dnt`.

Updated 10 months ago

https://github.com/april-tools/e4selflearning • Science 36%

Code for paper "Wearable Data From Subjects Playing Super Mario, Taking University Exams, or Performing Physical Exercise Help Detect Acute Mood Disorder Episodes via Self-Supervised Learning: Prospective, Exploratory, Observational Study"

Updated 11 months ago

hardvs • Science 54%

[AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors

Updated 11 months ago

faceformer • Science 54%

[CVPR 2022] Neural Face Identification in a 2D Wireframe Projection of a Manifold Object

Updated 11 months ago

master-thesis • Science 26%

📄 My Master's Thesis in Computer Science, written at the Norwegian University of Science and Technology (NTNU)

Updated 11 months ago

spatialfusion-lm • Science 26%

SpatialFusion-LM is a real-time spatial reasoning framework that combines neural depth, 3D reconstruction, and language-driven scene understanding.

Updated 11 months ago

renderformer • Science 54%

Official Code Release for [SIGGRAPH 2025] RenderFormer: Transformer-based Neural Rendering of Triangle Meshes with Global Illumination

Updated 11 months ago

superpoint_transformer • Science 67%

Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering"

Updated 10 months ago

https://github.com/924973292/fusionreid • Science 23%

【IEEE TITS2025】Unity is Strength: Unifying Convolutional and Transformeral Features for Better Person Re-Identification

Updated 11 months ago

intr • Science 75%

This is an official implementation for [ICLR'24] INTR: Interpretable Transformer for Fine-grained Image Classification.

Updated 11 months ago

network-traffic-transformer • Science 67%

Network Traffic Transformer to learn network dynamics from packet traces. Learn fundamental dynamics with pre-training and fine-tune to multiple applications.

Updated 10 months ago

https://github.com/christophreich1996/maxvit • Science 10%

PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [ECCV 2022].