chuachinhon/practical_nlp

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Updated almost 4 years ago

chuachinhon/practical_nlp

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An ongoing series of notebooks aimed at helping fellow NLP enthusiasts think about applying new tools and techniques to practical tasks.

gradio_nlp

A series of notebooks demonstrating how to build simple NLP web apps with Gradio and Hugging Face transformers

Jupyter Notebook

wav2vec2_transformers

Transcribing audio files using Hugging Face's implementation of Wav2Vec2 + "chain-linking" NLP tasks to combine speech-to-text with downstream tasks like translation and summarisation.

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twitter_state_trolls_cch

Using Data Science To Uncover State-backed Disinformation Campaigns On Twitter

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twitter_hk_trolls_cch

Examining Chinese state disinformation campaigns targetted at Hong Kong

weather_singapore_cch

An end-to-end data science project using historical weather data from Singapore

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ga_project4_cch

Analysing and predicting salary trends for data science jobs in Singapore

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sg_elections_cch

Analysing and visualising Singapore's General Elections over the years

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covid_sg

Data Analysis and Visualisation of Covid-19 cases in Singapore

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transformers_state_trolls_cch

Detect state trolls on Twitter using Transformers + Comparison of results with other popular machine learning models like log-reg and XGB

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us_election2020_cch

Forecasting the 2020 US Presidential Election

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