Deep Math Machine Learning.aiA blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
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Nlp profilerA simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.
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Multihead Siamese NetsImplementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
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GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
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NotebooksJupyter Notebooks with Deep Learning Tutorials
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Aind NlpCoding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
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Bert Sklearna sklearn wrapper for Google's BERT model
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Interpret TextA library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
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Practical 1Oxford Deep NLP 2017 course - Practical 1: word2vec
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ScdvText classification with Sparse Composite Document Vectors.
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Emotion DetectorA python code to detect emotions from text
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NlpaugData augmentation for NLP
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BertvizTool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
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Text ClassificationMachine Learning and NLP: Text Classification using python, scikit-learn and NLTK
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nsmc-zeppelin-notebookMovie review dataset Word2Vec & sentiment classification Zeppelin notebook
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NlpythonThis repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
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Malaya Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/
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BiosentvecBioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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TextfoolerA Model for Natural Language Attack on Text Classification and Inference
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NmtpytorchSequence-to-Sequence Framework in PyTorch
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Practical Machine Learning With PythonMaster the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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CoursesQuiz & Assignment of Coursera
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Practical NlpOfficial Repository for 'Practical Natural Language Processing' by O'Reilly Media
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Nlp NotebooksA collection of notebooks for Natural Language Processing from NLP Town
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Spacy💫 Industrial-strength Natural Language Processing (NLP) in Python
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SentencepieceUnsupervised text tokenizer for Neural Network-based text generation.
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Speech Emotion AnalyzerThe neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
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Practical PytorchGo to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
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MadewithmlLearn how to responsibly deliver value with ML.
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EccoVisualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).
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Wikipedia2vecA tool for learning vector representations of words and entities from Wikipedia
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Awesome Ai Ml DlAwesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
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Code searchCode For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
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Crnn Pytorch✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition
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Ml Classify Text JsMachine learning based text classification in JavaScript using n-grams and cosine similarity
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Textblob ArArabic support for textblob
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Nlp estimator tutorialEducational material on using the TensorFlow Estimator framework for text classification
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Anlp19Course repo for Applied Natural Language Processing (Spring 2019)
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Nlp tutorialsOverview of NLP tools and techniques in python
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