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README.md

ASX300

ASX300 Data

Insider Trading : https://www.livewiremarkets.com/wires/why-it-pays-to-follow-the-insiders

Sources of Stock News
https://www.morningstar.com/stocks/xasx/nab/news
https://www.google.com/search?q=ASX:+AMP&stick=H4sIAAAAAAAAAONgecRoxi3w8sc9YSndSWtOXmNU5-IKzsgvd80rySypFJLkYoOy-KV4ubj10_UNU8pMTCvSTHgWsXI4BkdYKTj6BgAAApAmC0YAAAA&source=lnms&tbm=fin&sa=X&ved=0ahUKEwi3h9bMz8LjAhUU_XMBHe97D9cQ_AUIESgB&biw=1455&bih=717#scso=_cpMyXcTyAaO38QPdlaLQBw4:0
https://au.finance.yahoo.com/quote/NAB.AX/?p=NAB.AX
https://en.wikipedia.org/wiki/AMP_Limited with link provided from yahoo finance page
https://finance.yahoo.com/news/edited-transcript-nab-ax-earnings-100457449.html https://www.google.com.au/amp/s/finance.yahoo.com/amphtml/news/edited-transcript-nab-ax-earnings-100457449.html
https://github.com/kotartemiy/newscatcher - scrape news from 3000 websites
https://epchan.blogspot.com/2019/04/the-most-overlooked-aspect-of.html

NLTK
https://www2.cs.duke.edu/courses/spring14/compsci290/assignments/lab02.html
https://nlpforhackers.io/recipe-text-clustering/
https://github.com/microsoft/nlp-recipes/
https://medium.com/@mateusz.jurewicz/machine-learning-natural-language-preprocessing-with-python-5922d79d9ee2
https://medium.com/@CryptoEthan/a-framework-for-sentiment-analysis-f927299eab88

Articles
https://towardsdatascience.com/aifortrading-2edd6fac689d - use this and github
https://jalammar.github.io/a-visual-guide-to-using-bert-for-the-first-time/ - using BERT
https://towardsdatascience.com/10-simple-hacks-to-speed-up-your-data-analysis-in-python-ec18c6396e6b - eda
https://github.com/AndrewRPorter/yahoo-historical - yahoo historical
https://towardsdatascience.com/multi-class-text-classification-with-lstm-using-tensorflow-2-0-d88627c10a35 - github notebk
https://medium.com/analytics-vidhya/introduction-to-information-extraction-using-python-and-spacy-858f5d6416ca
https://arxiv.org/pdf/1910.08435.pdf seq2seq model multi document inputs
https://towardsdatascience.com/when-topic-modeling-is-part-of-the-text-pre-processing-294b58d35514 topic modelling
https://towardsdatascience.com/etf2vec-my-story-about-trying-to-extact-narrative-from-etf-holdings-5a5f355ce3c4 etf
https://towardsdatascience.com/text-mining-and-classification-on-earnings-call-transcripts-e63d9856d7d8 earnings call transcripts
https://medium.com/analytics-vidhya/stock-trend-prediction-with-technical-indicators-feature-engineering-and-python-code-1fa54d5806ba
https://towardsdatascience.com/twitter-sentiment-analysis-using-fasttext-9ccd04465597 twitter sentiment analysis nltk

Trading
https://arxiv.org/pdf/1911.05892.pdf market making deep reinforcement learning
http://webcache.googleusercontent.com/search?q=cache:http://isomorphisms.sdf.org/maxdama.pdf automated trading
https://www.livewiremarkets.com/wires/how-much-money-should-i-lose drawdowns

Function Libraries https://www.reddit.com/r/algotrading/comments/ejveio/which_python_library_best_for_getting_technical/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
https://github.com/mrjbq7/ta-lib
https://github.com/irvineAlgotrading/marketcsvbuilder/blob/master/csvbuilder.ipynb
https://www.backtrader.com/
https://github.com/cirla/tulipy
https://www.alphavantage.co/documentation/#technical-indicators
https://www.tradingview.com/script/f32HlgbI/ buy sell volume
https://codingandfun.com/category/python-for-finance-data-science/

Comparing two texts for similarity & differences
https://superuser.com/questions/347560/is-there-a-tool-to-measure-file-difference-percentage
https://www.cs.ru.nl/bachelors-theses/2018/Aucke_Bos___4591496___Visulizing_differences_between_HTML_documents.pdf
https://neil.fraser.name/writing/diff/
https://www.daniweb.com/programming/software-development/threads/211544/find-matches-in-two-text-files-output-them-into-a-third-text-file
https://kite.com/python/examples/3986/difflib-generate-a-diff-between-two-text-files
https://stackoverflow.com/questions/19120489/compare-two-files-report-difference-in-python
https://stackoverflow.com/questions/46598397/python-how-to-compare-two-files-and-output-only-the-different-lines-in-a-third
https://stackoverflow.com/questions/8897593/how-to-compute-the-similarity-between-two-text-documents
https://github.com/neulab/Text-Summarization-Papers?utm_campaign=Data_Elixir&utm_source=Data_Elixir_279
https://towardsdatascience.com/top2vec-new-way-of-topic-modelling-bea165eeac4a

Build a dashboard
https://pythonprogramming.net/data-visualization-application-dash-python-tutorial-introduction/
https://www.datacamp.com/community/tutorials/learn-build-dash-python

Create a corpus https://stackoverflow.com/questions/4951751/creating-a-new-corpus-with-nltk

Visualisation
https://infovis.fh-potsdam.de/tutorials/?utm_campaign=Data_Elixir&utm_source=Data_Elixir_301
https://github.com/Priyanka1994/LoanPredictionAV/blob/master/LoanPredictionAV.ipynb code for charting
http://rstudio-pubs-static.s3.amazonaws.com/5795_e6e6411731bb4f1b9cc7eb49499c2082.html

System Development
http://newsletter.vantharp.com/public/viewmessage/html/10920/5t0gun8uetr8gecsryxqm6iyv81dc/18e98300cd98ce7c47c9c7681e35e473
https://gitlab.com/jphwang/online_articles/-/commit/77d6f06f6c6b5ea7de26a15a438a6503b250b3ed

Python Apps
https://www.intelligencerefinery.io/post/making-python-apps/
https://www.kamwithk.com/machine-learning-energy-demand-prediction-project-part-1-data-cleaning
https://hashnode.com/?source=blog-footer
https://github.com/KamWithK/AllocatePlusPlus

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