Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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vietnamese-robertaA Robustly Optimized BERT Pretraining Approach for Vietnamese
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Flow ForecastDeep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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Context-TransformerContext-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
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finetunerFinetuning any DNN for better embedding on neural search tasks
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MinTLMinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
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ProteinLMProtein Language Model
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Farm🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
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sparsezooNeural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
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Filipino-Text-BenchmarksOpen-source benchmark datasets and pretrained transformer models in the Filipino language.
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AITQAresources for the IBM Airlines Table-Question-Answering Benchmark
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ObjectNetPyTorch implementation of "Pyramid Scene Parsing Network".
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Awesome Bert NlpA curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
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ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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SIGIR2021 ConureOne Person, One Model, One World: Learning Continual User Representation without Forgetting
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Nmt KerasNeural Machine Translation with Keras
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GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
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super-gradientsEasily train or fine-tune SOTA computer vision models with one open source training library
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React Native Svg TransformerImport SVG files in your React Native project the same way that you would in a Web application.
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Pytorch Cnn FinetuneFine-tune pretrained Convolutional Neural Networks with PyTorch
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EasytransferEasyTransfer is designed to make the development of transfer learning in NLP applications easier.
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Efficientnet PytorchA PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
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Speech TransformerA PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
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TraxTrax — Deep Learning with Clear Code and Speed
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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Bert paper chinese translationBERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译 Chinese Translation!
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Keras RlDeep Reinforcement Learning for Keras.
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Cutmix PytorchOfficial Pytorch implementation of CutMix regularizer
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Tensorflow 101TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
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Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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Nlp RecipesNatural Language Processing Best Practices & Examples
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Athenaan open-source implementation of sequence-to-sequence based speech processing engine
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Keras RcnnKeras package for region-based convolutional neural networks (RCNNs)
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Pytorchinsighta pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
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Pinto model zooA repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
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Trt poseReal-time pose estimation accelerated with NVIDIA TensorRT
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DlwinGPU-accelerated Deep Learning on Windows 10 native
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Silero ModelsSilero Models: pre-trained STT models and benchmarks made embarrassingly simple
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Machine Learning Curriculum💻 Make machines learn so that you don't have to struggle to program them; The ultimate list
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Rust BertRust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
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Easyflipviewpager📖 The library for creating book and card flip animations in ViewPager in Android
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DeepdriveDeepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
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FormerSimple transformer implementation from scratch in pytorch.
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Deep Ctr PredictionCTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
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LightseqLightSeq: A High Performance Inference Library for Sequence Processing and Generation
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Naacl transfer learning tutorialRepository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA
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Awesome Visual TransformerCollect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
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Gensim DataData repository for pretrained NLP models and NLP corpora.
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