Lstm OdysseyImplementations of "LSTM: A Search Space Odyssey" variants and their training results on the PTB dataset.
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MagnetMAGNet: Multi-agents control using Graph Neural Networks
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Math of machine learningThis is the code for "Mathematcs of Machine Learning" by Siraj Raval on Youtube
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Smiles TransformerOriginal implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.
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Fcos tensorflowFCOS: Fully Convolutional One-Stage Object Detection.
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TalksCode, slides, and documentation for the talks I have given.
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Placeline NextjsHyperTrack Placeline web application sample using NextJS, Ant-Design, Styled-Components, and Heroku
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Deep Learning PythonIntro to Deep Learning, including recurrent, convolution, and feed forward neural networks.
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CookbookA repository of machine learning codes written for re-usability
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Python option pricingAn libary to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options
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Game Theory And PythonGame Theory and Python, a workshop investigating repeated games using the prisoner's dilemma
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Lein JupyterA Leiningen plugin to integrate clojure with jupyter notebook
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Simple Qa Emnlp 2018Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"
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Few Shot Text ClassificationCode for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop
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PybnnBayesian neural network package
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Rlai ExercisesExercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
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Fortran magicAn extension for IPython/Jupyter that helps to use Fortran in your interactive session.
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Pascal Voc PythonRepository for reading Pascal VOC data in Python, rather than requiring MATLAB to read the XML files.
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Multivariate Time Series Models In KerasThis repository contains a throughout explanation on how to create different deep learning models in Keras for multivariate (tabular) time series prediction.
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CaffeonsparkDistributed deep learning on Hadoop and Spark clusters.
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SspipeSimple Smart Pipe: python productivity-tool for rapid data manipulation
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Nf JaxNormalizing Flows in Jax
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Python For Data ScientistsDeliverable: This Jupyter notebook will help aspiring data scientists learn and practice the necessary python code needed for many data science projects.
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Notebooktowebapp💭 This is the accompanying repo for my article on converting a Jupyter Notebook to a streamlit web app.
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Kaggle CompetitionsThere are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
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WotanAutomagically remove trends from time-series data
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BiggansarewatchingAuthors official implementation of "Big GANs Are Watching You" pre-print
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FiftyfizzbuzzesFifty different implementations of Fizzbuzz in Python.
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American GutAmerican Gut open-access data and IPython notebooks
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IntrodatasciCourse materials for: Introduction to Data Science and Programming
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Pp4fpgas Cn HlsHLS Project of pp4fpgas - https://github.com/xupsh/pp4fpgas-cn
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Training MaterialA collection of code examples as well as presentations for training purposes
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BdsCode and examples from Business Data Science
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StattestsSource code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests
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Instagram CloneWeb/Android/iOS app to share photos on Google Maps in < 300 lines of code. Features REST API, shake to undo, OAuth login etc.
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Tabula PySimple wrapper of tabula-java: extract table from PDF into pandas DataFrame
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Pythonplot.com📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib.
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Danfojsdanfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
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NotebooksIPython Notebooks
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UbernetDemo for CVPR 2017 paper
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2016 10 Facebook Fact CheckData and analysis for the BuzzFeed News article, "Hyperpartisan Facebook Pages Are Publishing False And Misleading Information At An Alarming Rate."
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