Vit PytorchImplementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Stars: ✭ 7,199 (+96.64%)
Reformer PytorchReformer, the efficient Transformer, in Pytorch
Stars: ✭ 1,644 (-55.09%)
Perceiver PytorchImplementation of Perceiver, General Perception with Iterative Attention, in Pytorch
Stars: ✭ 130 (-96.45%)
X TransformersA simple but complete full-attention transformer with a set of promising experimental features from various papers
Stars: ✭ 211 (-94.24%)
uniformer-pytorchImplementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022
Stars: ✭ 90 (-97.54%)
Linformer PytorchMy take on a practical implementation of Linformer for Pytorch.
Stars: ✭ 239 (-93.47%)
CogViewText-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
Stars: ✭ 708 (-80.66%)
Global Self Attention NetworkA Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks
Stars: ✭ 64 (-98.25%)
transganformerImplementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper
Stars: ✭ 137 (-96.26%)
Alphafold2To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
Stars: ✭ 298 (-91.86%)
Performer PytorchAn implementation of Performer, a linear attention-based transformer, in Pytorch
Stars: ✭ 546 (-85.09%)
RETRO-pytorchImplementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
Stars: ✭ 473 (-87.08%)
nuwa-pytorchImplementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch
Stars: ✭ 347 (-90.52%)
STAM-pytorchImplementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification
Stars: ✭ 109 (-97.02%)
Se3 Transformer PytorchImplementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.
Stars: ✭ 73 (-98.01%)
Self Attention CvImplementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
Stars: ✭ 209 (-94.29%)
long-short-transformerImplementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
Stars: ✭ 103 (-97.19%)
iPerceiveApplying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021
Stars: ✭ 52 (-98.58%)
Timesformer PytorchImplementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
Stars: ✭ 225 (-93.85%)
VQGAN-CLIP-DockerZero-Shot Text-to-Image Generation VQGAN+CLIP Dockerized
Stars: ✭ 58 (-98.42%)
SimplednnSimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
Stars: ✭ 81 (-97.79%)
Lambda NetworksImplementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
Stars: ✭ 1,497 (-59.11%)
Slot AttentionImplementation of Slot Attention from GoogleAI
Stars: ✭ 168 (-95.41%)
Isab PytorchAn implementation of (Induced) Set Attention Block, from the Set Transformers paper
Stars: ✭ 21 (-99.43%)
Sinkhorn TransformerSinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention
Stars: ✭ 156 (-95.74%)
Linear Attention TransformerTransformer based on a variant of attention that is linear complexity in respect to sequence length
Stars: ✭ 205 (-94.4%)
Aind NlpCoding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
Stars: ✭ 202 (-94.48%)
VectoraiVector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
Stars: ✭ 195 (-94.67%)
Dm controlDeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Stars: ✭ 2,592 (-29.2%)
Gan SandboxVanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.
Stars: ✭ 210 (-94.26%)
Guided Attention Inference NetworkContains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.
Stars: ✭ 204 (-94.43%)
ImodelsInterpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Stars: ✭ 194 (-94.7%)
GophernetA simple from-scratch neural net written in Go
Stars: ✭ 194 (-94.7%)
Attention MechanismsImplementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Stars: ✭ 203 (-94.46%)
Person Detection And TrackingA tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking
Stars: ✭ 193 (-94.73%)
Neat VisionNeat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)
Stars: ✭ 213 (-94.18%)
Handtrack.jsA library for prototyping realtime hand detection (bounding box), directly in the browser.
Stars: ✭ 2,531 (-30.87%)
HnattTrain and visualize Hierarchical Attention Networks
Stars: ✭ 192 (-94.76%)
Pyss3A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI
Stars: ✭ 191 (-94.78%)
Free Ai Resources🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
Stars: ✭ 192 (-94.76%)
SimpletransformersTransformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Stars: ✭ 2,881 (-21.31%)
Deepsort🧠 AI powered image tagger backed by DeepDetect
Stars: ✭ 209 (-94.29%)
Csa InpaintingCoherent Semantic Attention for image inpainting(ICCV 2019)
Stars: ✭ 202 (-94.48%)
Deep Learning NotesMy personal notes, presentations, and notebooks on everything Deep Learning.
Stars: ✭ 191 (-94.78%)
ClassifaiEnhance your WordPress content with Artificial Intelligence and Machine Learning services.
Stars: ✭ 188 (-94.86%)
Traffic Sign DetectionTraffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
Stars: ✭ 200 (-94.54%)
Genmusic demo lista list of demo websites for automatic music generation research
Stars: ✭ 188 (-94.86%)
Learning ContentResources for the study group in IIT Guwahati focused on learning Artificial Intelligence.
Stars: ✭ 187 (-94.89%)
Text ClassificationText Classification through CNN, RNN & HAN using Keras
Stars: ✭ 216 (-94.1%)
Transfer Learning SuiteTransfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
Stars: ✭ 212 (-94.21%)
Face.evolve.pytorch🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Stars: ✭ 2,719 (-25.73%)
LaleLibrary for Semi-Automated Data Science
Stars: ✭ 198 (-94.59%)
Go MatrixFirst version of go-MATRIX, especially for TPS optimization and AI
Stars: ✭ 187 (-94.89%)
Fuzzylitefuzzylite: a fuzzy logic control library in C++
Stars: ✭ 185 (-94.95%)