GitHub - jarif87/pytorch-works: A curated set of Jupyter notebooks showcasing various PyTorch projects and tutorials, covering deep learning fundamentals, computer vision, GANs, transfer learning, transformers and more. Continuously updated with new experiments, models and practical implementations for learning and research.

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pytorch-works

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A curated set of Jupyter notebooks showcasing various PyTorch projects and tutorials, covering deep learning fundamentals, computer vision, GANs, transfer learning, transformers and more. Continuously updated with new experiments, models and practical implementations for learning and research.

deep-learning gans-models jupyter-notebooks python pytorch-implementation

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deep-learning gans-models jupyter-notebooks python pytorch-implementation

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Name		Name	Last commit message	Last commit date
Connecting_Text_and_Images.ipynb		Connecting_Text_and_Images.ipynb
Create_Chatbot.ipynb		Create_Chatbot.ipynb
Crop_Disease_Identification__CC69851.ipynb		Crop_Disease_Identification__CC69851.ipynb
Face_Recognition_PyTorch_FaceNet.ipynb		Face_Recognition_PyTorch_FaceNet.ipynb
Generating_and_Encoding_Text_with_Transformers.ipynb		Generating_and_Encoding_Text_with_Transformers.ipynb
Getting_the_Rank_N_Accuracy_in_PyTorch.ipynb		Getting_the_Rank_N_Accuracy_in_PyTorch.ipynb
LinearRegression_Using_Pytorch.ipynb		LinearRegression_Using_Pytorch.ipynb
Linear_Regression+pytorch.ipynb		Linear_Regression+pytorch.ipynb
MULTI_LABEL_MAGIC_WITH_XLNET_IN_PYTORCH.ipynb		MULTI_LABEL_MAGIC_WITH_XLNET_IN_PYTORCH.ipynb
MiniPlaces_Image_Classification.ipynb		MiniPlaces_Image_Classification.ipynb
Multiclass_Classification_Model_in_PyTorch.ipynb		Multiclass_Classification_Model_in_PyTorch.ipynb
PyTorch_DeepLabV3.ipynb		PyTorch_DeepLabV3.ipynb
PyTorch_Feature_Extraction.ipynb		PyTorch_Feature_Extraction.ipynb
PyTorch_GANs.ipynb		PyTorch_GANs.ipynb
PyTorch_Project_Handwritten_Digit_Recognition.ipynb		PyTorch_Project_Handwritten_Digit_Recognition.ipynb
PyTorch_Transfer_Learning_and_Freezing_Network_Layers.ipynb		PyTorch_Transfer_Learning_and_Freezing_Network_Layers.ipynb
Pytorch Fundamentals.ipynb		Pytorch Fundamentals.ipynb
Pytorch_Computer_Vision.ipynb		Pytorch_Computer_Vision.ipynb
Pytorch_Introduction.ipynb		Pytorch_Introduction.ipynb
Pytorch_Keras_TensorFlow_CNN_Tutorial_for_MNIST.ipynb		Pytorch_Keras_TensorFlow_CNN_Tutorial_for_MNIST.ipynb
Pytorch_workflow.ipynb		Pytorch_workflow.ipynb
Simplest_possible_neural_network.ipynb		Simplest_possible_neural_network.ipynb
Super_Resolution_GAN.ipynb		Super_Resolution_GAN.ipynb
TimeSeries.ipynb		TimeSeries.ipynb
Using_Pre_trained_Models_in_PyTorch.ipynb		Using_Pre_trained_Models_in_PyTorch.ipynb
abstractive-summarization-with-huggingface.ipynb		abstractive-summarization-with-huggingface.ipynb
avian-classifier-species-recognition-with-pytorch.ipynb		avian-classifier-species-recognition-with-pytorch.ipynb
bangla-speech-emotion-classification-with-pytorch.ipynb		bangla-speech-emotion-classification-with-pytorch.ipynb
banglamood-sentiment-analysis-with-pytorch.ipynb		banglamood-sentiment-analysis-with-pytorch.ipynb
blood-cell-classification-deep-learning.ipynb		blood-cell-classification-deep-learning.ipynb
boishommo-multi-label-bangla-nlp-with-pytorch.ipynb		boishommo-multi-label-bangla-nlp-with-pytorch.ipynb
character-level-rnn-for-name-classification.ipynb		character-level-rnn-for-name-classification.ipynb
classification_with_pytorch.ipynb		classification_with_pytorch.ipynb
creating-a-chatbot-using-pytorch.ipynb		creating-a-chatbot-using-pytorch.ipynb
creative-text-generation-with-hugging-face.ipynb		creative-text-generation-with-hugging-face.ipynb
crisisguardian-transformer-based-tweet-analysis.ipynb		crisisguardian-transformer-based-tweet-analysis.ipynb
culinaryclassify-pizza-steak-sushi-with-pytorch.ipynb		culinaryclassify-pizza-steak-sushi-with-pytorch.ipynb
deep-learning-for-sentiment-analysis-in-pytorch.ipynb		deep-learning-for-sentiment-analysis-in-pytorch.ipynb
diffusers_pipeline.ipynb		diffusers_pipeline.ipynb
ecg-cardiac-disease-classification-with-pytorch.ipynb		ecg-cardiac-disease-classification-with-pytorch.ipynb
emotion_detection_with_transformers.ipynb		emotion_detection_with_transformers.ipynb
emotionnet-facial-expression-recognition.ipynb		emotionnet-facial-expression-recognition.ipynb
enhancing-pytorch-models-with-regularization.ipynb		enhancing-pytorch-models-with-regularization.ipynb
epicurean-dish-classification-project.ipynb		epicurean-dish-classification-project.ipynb
fashionsort-ai-based-apparel-classifier.ipynb		fashionsort-ai-based-apparel-classifier.ipynb
feline-vs-canine-classifier-with-pytorch.ipynb		feline-vs-canine-classifier-with-pytorch.ipynb
five-class-ecg-image-classification-with-pytorch.ipynb		five-class-ecg-image-classification-with-pytorch.ipynb
grand-xray-slam-divisionb-classification.ipynb		grand-xray-slam-divisionb-classification.ipynb
implementing-deep-autoencoder-in-pytorch.ipynb		implementing-deep-autoencoder-in-pytorch.ipynb
lstm-spam-classifier-in-pytorch.ipynb		lstm-spam-classifier-in-pytorch.ipynb
mercor-competition-ai-text-identification.ipynb		mercor-competition-ai-text-identification.ipynb
parameter-efficientn-fine-tuning-with-lora.ipynb		parameter-efficientn-fine-tuning-with-lora.ipynb
play-store-review-analysis-using-nlp-bert.ipynb		play-store-review-analysis-using-nlp-bert.ipynb
predicting-soil-texture-from-surface-photos.ipynb		predicting-soil-texture-from-surface-photos.ipynb
pytorch-driven-hate-speech-identification-system.ipynb		pytorch-driven-hate-speech-identification-system.ipynb
pytorch-experiment-logger-and-metrics-tracker.ipynb		pytorch-experiment-logger-and-metrics-tracker.ipynb
pytorch-google-deep-dream.ipynb		pytorch-google-deep-dream.ipynb
pytorch-made-easy-a-quick-overview.ipynb		pytorch-made-easy-a-quick-overview.ipynb
pytorch-model-implementation.ipynb		pytorch-model-implementation.ipynb
pytorch-neural-style-transfer.ipynb		pytorch-neural-style-transfer.ipynb
pytorch-temporal-transformer-for-video-analysis.ipynb		pytorch-temporal-transformer-for-video-analysis.ipynb
pytorch-transformer-for-image-classification-tasks.ipynb		pytorch-transformer-for-image-classification-tasks.ipynb
pyvisionnet-computer-vision-model-with-pytorch.ipynb		pyvisionnet-computer-vision-model-with-pytorch.ipynb
roberta-analyzes-starbucks-reviews.ipynb		roberta-analyzes-starbucks-reviews.ipynb
sms-spam-detection-challenge.ipynb		sms-spam-detection-challenge.ipynb
speech-sound-recognition-using-pytorch.ipynb		speech-sound-recognition-using-pytorch.ipynb
text-classification-using-transformers.ipynb		text-classification-using-transformers.ipynb
transfer-learning-approaches-in-pytorch.ipynb		transfer-learning-approaches-in-pytorch.ipynb
twin-neural-network-architecture-in-pytorch.ipynb		twin-neural-network-architecture-in-pytorch.ipynb
vision-transformer-tutorial-pytorch.ipynb		vision-transformer-tutorial-pytorch.ipynb

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