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nlp-machine-learning

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Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

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NVIDIA / NeMo

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Some modules are not present in the NeMo API documentation

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tkornuta-nvidia
tkornuta-nvidia commented Dec 19, 2019

For example, documentation of AudioToSpectrogramPreprocessor is missing.

We investigated that with @redoctopus and she has found that nemo_asr.rst doesn't include several modules.

https://github.com/NVIDIA/NeMo/blob/master/docs/sources/source/collections/nemo_asr.rst

So the bigger issue includes: taking a look at all implemented components and checking whether the associated rst files are

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kk7nc / Text_Classification

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Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network
  • Updated Jun 15, 2020
  • Python

CarryChang / Customer_Satisfaction_Analysis

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基于在线民宿UGC数据的意见挖掘项目，包含数据挖掘和NLP相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询POI信息的功能；构建了基于在线民宿语料的Word2vec主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后通过字符级和词级别分别在Text-CNN、BiLSTM、GRU等分类模型实验，考虑时间和准确率，最后选用C-CNN进行情感分析，将情感分类概率分布作为情感趋势，最后通过POI热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

sentiment-analysis nlp-machine-learning customer-satisfaction-analysis litnlp
  • Updated Jun 29, 2020
  • Jupyter Notebook

kunalj101 / Data-Science-Hacks

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Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

python nlp data-science data machine-learning computer-vision numpy pandas-dataframe pandas data-visualization python3 dataset ipynb data-analysis tips-and-tricks hacks nlp-machine-learning image-augmentation pandas-tutorial pandas-python
  • Updated Jul 11, 2020
  • Jupyter Notebook

cbaziotis / datastories-semeval2017-task4

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Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

nlp twitter deep-learning sentiment-analysis neural-network word-embeddings keras embeddings lstm attention deeplearning glove computational-linguistics semeval attention-mechanism keras-models nlp-machine-learning twitter-messages semeval-sentiment
  • Updated Jun 8, 2018
  • Python

Created by Alan Turing

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