├── Abuse Detection using BERT.ipynb ├── Abuse_Detection_using_BERT_COLAB.ipynb ├── Attention.png ├── AutoEncoder and VAE for Image.ipynb ├── BERT_Multi_Label_Classification.ipynb ├── BERT_QuestionAnswerSystem_Squad.ipynb ├── BERT_Semntiment_Classification_IMDB.ipynb ├── Bias_Detection_LSTM.ipynb ├── CNN Explained Step by Step.ipynb ├── CNN Hate Speech Detection.ipynb ├── DNN Hate Speech Detection.ipynb ├── FastAI_RoBERTa.ipynb ├── Keggle_StackOverflowQuestions ├── ReadMe ├── label_StackOverflow.txt └── title_StackOverflow.txt ├── LSTM Hate Speech Detection.ipynb ├── README.md ├── Retraining RoBERTa for MLM.ipynb ├── RoBERTa_DisasterTweets_Classification.ipynb ├── Simple Auto Encoder.ipynb ├── T5_Fintune_on_MeadowHealthAdvice_for_QAS.ipynb ├── T5_QAS ├── Prepare_SQuAD_tiny.ipynb ├── T5_Fintune_on_MeadowHealthAdvice_for_QAS.ipynb ├── T5_QA_Load_TestOnSquad.ipynb └── read_me ├── TorchBNN_Example_Iris_Data.ipynb ├── TorchBNN_Example_Iris_Data_V2.ipynb ├── Transformar seq2seq High Level.ipynb ├── Transformer Basic.ipynb ├── Transformer.png ├── TweetPreprocessingEnglish.ipynb ├── ULMFiT Simple Code.ipynb ├── ULMFiT_MultiClassText.ipynb ├── ULMFiT_SentimentClassification_ImdbMoveReviews.ipynb ├── evaluate_classification.py ├── model_persistance.py ├── multiclass ├── Bias_Detection_CNN.ipynb └── readme └── simple_clean.py /Abuse Detection using BERT.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Abuse Detection using BERT.ipynb -------------------------------------------------------------------------------- /Abuse_Detection_using_BERT_COLAB.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Abuse_Detection_using_BERT_COLAB.ipynb -------------------------------------------------------------------------------- /Attention.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Attention.png -------------------------------------------------------------------------------- /AutoEncoder and VAE for Image.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/AutoEncoder and VAE for Image.ipynb -------------------------------------------------------------------------------- /BERT_Multi_Label_Classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/BERT_Multi_Label_Classification.ipynb -------------------------------------------------------------------------------- /BERT_QuestionAnswerSystem_Squad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/BERT_QuestionAnswerSystem_Squad.ipynb -------------------------------------------------------------------------------- /BERT_Semntiment_Classification_IMDB.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/BERT_Semntiment_Classification_IMDB.ipynb -------------------------------------------------------------------------------- /Bias_Detection_LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Bias_Detection_LSTM.ipynb -------------------------------------------------------------------------------- /CNN Explained Step by Step.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/CNN Explained Step by Step.ipynb -------------------------------------------------------------------------------- /CNN Hate Speech Detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/CNN Hate Speech Detection.ipynb -------------------------------------------------------------------------------- /DNN Hate Speech Detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/DNN Hate Speech Detection.ipynb -------------------------------------------------------------------------------- /FastAI_RoBERTa.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/FastAI_RoBERTa.ipynb -------------------------------------------------------------------------------- /Keggle_StackOverflowQuestions/ReadMe: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Keggle_StackOverflowQuestions/ReadMe -------------------------------------------------------------------------------- /Keggle_StackOverflowQuestions/label_StackOverflow.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Keggle_StackOverflowQuestions/label_StackOverflow.txt -------------------------------------------------------------------------------- /Keggle_StackOverflowQuestions/title_StackOverflow.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Keggle_StackOverflowQuestions/title_StackOverflow.txt -------------------------------------------------------------------------------- /LSTM Hate Speech Detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/LSTM Hate Speech Detection.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/README.md -------------------------------------------------------------------------------- /Retraining RoBERTa for MLM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Retraining RoBERTa for MLM.ipynb -------------------------------------------------------------------------------- /RoBERTa_DisasterTweets_Classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/RoBERTa_DisasterTweets_Classification.ipynb -------------------------------------------------------------------------------- /Simple Auto Encoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Simple Auto Encoder.ipynb -------------------------------------------------------------------------------- /T5_Fintune_on_MeadowHealthAdvice_for_QAS.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/T5_Fintune_on_MeadowHealthAdvice_for_QAS.ipynb -------------------------------------------------------------------------------- /T5_QAS/Prepare_SQuAD_tiny.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/T5_QAS/Prepare_SQuAD_tiny.ipynb -------------------------------------------------------------------------------- /T5_QAS/T5_Fintune_on_MeadowHealthAdvice_for_QAS.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/T5_QAS/T5_Fintune_on_MeadowHealthAdvice_for_QAS.ipynb -------------------------------------------------------------------------------- /T5_QAS/T5_QA_Load_TestOnSquad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/T5_QAS/T5_QA_Load_TestOnSquad.ipynb -------------------------------------------------------------------------------- /T5_QAS/read_me: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/T5_QAS/read_me -------------------------------------------------------------------------------- /TorchBNN_Example_Iris_Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/TorchBNN_Example_Iris_Data.ipynb -------------------------------------------------------------------------------- /TorchBNN_Example_Iris_Data_V2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/TorchBNN_Example_Iris_Data_V2.ipynb -------------------------------------------------------------------------------- /Transformar seq2seq High Level.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Transformar seq2seq High Level.ipynb -------------------------------------------------------------------------------- /Transformer Basic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Transformer Basic.ipynb -------------------------------------------------------------------------------- /Transformer.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/Transformer.png -------------------------------------------------------------------------------- /TweetPreprocessingEnglish.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/TweetPreprocessingEnglish.ipynb -------------------------------------------------------------------------------- /ULMFiT Simple Code.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/ULMFiT Simple Code.ipynb -------------------------------------------------------------------------------- /ULMFiT_MultiClassText.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/ULMFiT_MultiClassText.ipynb -------------------------------------------------------------------------------- /ULMFiT_SentimentClassification_ImdbMoveReviews.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/ULMFiT_SentimentClassification_ImdbMoveReviews.ipynb -------------------------------------------------------------------------------- /evaluate_classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/evaluate_classification.py -------------------------------------------------------------------------------- /model_persistance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/model_persistance.py -------------------------------------------------------------------------------- /multiclass/Bias_Detection_CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/multiclass/Bias_Detection_CNN.ipynb -------------------------------------------------------------------------------- /multiclass/readme: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /simple_clean.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdabashar/Deep-Learning-Algorithms/HEAD/simple_clean.py --------------------------------------------------------------------------------