Data For Science

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34 repositories

LLM4DS
Public
Jupyter Notebook
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MIT License
•6•11•0•0•Updated Dec 13, 2024Dec 13, 2024
LangChain
Public
Jupyter Notebook
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MIT License
•17•20•0•0•Updated Nov 24, 2024Nov 24, 2024
ChatGPT
Public
Jupyter Notebook
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MIT License
•10•16•0•0•Updated Nov 14, 2024Nov 14, 2024
OpenAI
Public
Jupyter Notebook
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MIT License
•30•21•0•1•Updated Oct 3, 2024Oct 3, 2024
DataViz
Public
Data Visualization With Matplotlib and Seaborn
visualization data-science tutorial seaborn matplotlib tutorial-code matplotlib-tutorial seaborn-tutorial data-visualization
Jupyter Notebook
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MIT License
•71•103•0•0•Updated Sep 29, 2024Sep 29, 2024
Probability-And-Statistics
Public
Jupyter Notebook
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MIT License
•7•9•0•0•Updated Sep 29, 2024Sep 29, 2024
Probability
Public
Applied Probability Theory for Everyone
machine-learning tutorial random-walk markov-chains probability-theory
Jupyter Notebook
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MIT License
•54•114•0•2•Updated Sep 29, 2024Sep 29, 2024
AdvancedNLP
Public
Jupyter Notebook
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MIT License
•29•38•0•1•Updated Sep 29, 2024Sep 29, 2024
NLP
Public
Natural Language Processing For Everyone
data-science tutorial nlp natural-language-processing binder slides
Jupyter Notebook
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MIT License
•99•133•0•2•Updated Sep 29, 2024Sep 29, 2024
Excel
Public
Transforming Excel Analysis into Python and pandas Data Models
python analysis excel pandas python3
Jupyter Notebook
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MIT License
•29•64•0•0•Updated Sep 29, 2024Sep 29, 2024
LLMs
Public
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Aug 28, 2024Aug 28, 2024
InteractiveViz
Public
Jupyter Notebook
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MIT License
•18•22•0•0•Updated Aug 7, 2024Aug 7, 2024
epidemik
Public
Compartmental Epidemic Models in Python
python3 epidemiology epidemic-model epidemic-simulations covid19
Python
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MIT License
•2•14•1•0•Updated Jun 14, 2024Jun 14, 2024
Epidemiology101
Public
Epidemic Modeling for Everyone
python blog medium modeling epidemiology covid-19
Jupyter Notebook
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MIT License
•78•281•0•0•Updated Jun 12, 2024Jun 12, 2024
Causality
Public
Jupyter Notebook
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MIT License
•100•464•0•0•Updated Jun 9, 2024Jun 9, 2024
Graphs4Sci
Public
data-science machine-learning graphs machine-learning-algorithms complex-networks network-analysis algorith graphs-theory
Jupyter Notebook
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MIT License
•13•45•0•0•Updated Feb 24, 2024Feb 24, 2024
AdvancedTimeseries
Public
Jupyter Notebook
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MIT License
•28•48•0•2•Updated Jul 6, 2023Jul 6, 2023
Timeseries
Public
Timeseries for everyone
data-science tutorial timeseries forecasting arima arima-model arima-forecasting
Jupyter Notebook
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MIT License
•115•249•1•2•Updated Jul 6, 2023Jul 6, 2023
Viz4Sci
Public
Jupyter Notebook
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MIT License
•0•4•0•0•Updated Jul 5, 2023Jul 5, 2023
DeepLearning
Public
Deep Learning From Scratch
machine-learning tutorial deep-learning linear-regression mnist learning-algorithm logistic-regression perceptron backpropagation
Jupyter Notebook
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MIT License
•108•137•0•1•Updated Jun 20, 2023Jun 20, 2023
DataMining
Public
Jupyter Notebook
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MIT License
•17•9•0•2•Updated May 22, 2023May 22, 2023
G4DS
Public
Jupyter Notebook
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MIT License
•13•8•0•0•Updated May 10, 2023May 10, 2023
Cambridge-Elements
Public
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Dec 2, 2022Dec 2, 2022
Networks
Public
Network and Graph Algorithms From Scratch
tutorial algorithms graph graph-algorithms graph-theory networks complex-networks
Jupyter Notebook
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MIT License
•64•111•0•1•Updated Oct 29, 2022Oct 29, 2022
CausalInference
Public
Jupyter Notebook
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MIT License
•37•93•0•0•Updated Jun 23, 2022Jun 23, 2022
CoVID19
Public
A Data Driven Approach to Understanding COVID-19 with NetworkX
pandas networkx network-analysis odsc epidemic-model epidemic-simulations covid-19 covid19
Jupyter Notebook
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MIT License
•1•3•0•0•Updated Feb 8, 2022Feb 8, 2022
NLP_LL
Public
Jupyter Notebook
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MIT License
•12•6•0•0•Updated Nov 18, 2021Nov 18, 2021
PyData2021
Public
Jupyter Notebook
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MIT License
•2•8•0•0•Updated Oct 27, 2021Oct 27, 2021
PyGotham2021
Public
Jupyter Notebook
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MIT License
•0•2•0•0•Updated Sep 7, 2021Sep 7, 2021
Timeseries_LL
Public
Time Series Modeling: ML and Deep Learning Approaches with Python
Jupyter Notebook
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MIT License
•24•22•0•0•Updated Aug 17, 2021Aug 17, 2021