计算社科导论课程Slides
来自: 苏格拉底大王(I am serious with Socrates.)
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/01-intro2css.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/02-01-observing-behaviors.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/03-01-asking-questions.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/03-02-causality.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/03-02-experiment.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/05-01-network-science-intro.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/05-02-networkx.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/05-03-network-science-models.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/05-04-facebook-ego-netwrok-visualization.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/06-01-What-Is-Machine-Learning.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/06-02-machine-learning-with-sklearn.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/06-03-Hyperparameters-and-Model-Validation.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/06-04-Feature-Engineering.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/06-05-Naive-Bayes.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/07-06-Linear-Regression.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/07-07-Support-Vector-Machines.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/07-08-Random-Forests.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/08-01-neural-network-intro.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/08-02-hand-written-digits.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/08-03-CNN.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/08-04-RNN.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/08-05-PyTorch-Time-Series-Forecasting.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/09-word2vec.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/10-01-text-mining.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/10-02-sentiment-analysis-with-dict.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/10-03-emotion_dict.ipynb
- https://nbviewer.jupyter.org/format/slides/github/SocratesAcademy/css/blob/master/notebook/10-03-sentiment-classifier.ipynb
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