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
你的回应
回应请先 登录 , 或 注册
相关内容推荐
最新讨论 ( 更多 )
- 制度与繁荣：2024 年诺贝尔奖得主 (苏格拉底大王)
- 穿越发展迷雾，引导技术方向：2024年诺贝尔经济学奖评述 (苏格拉底大王)
- 量化历史的研究步骤和作为新史学的价值 (苏格拉底大王)
- 大明王朝1421：迁都北京对有明一代人口分布的影响 (苏格拉底大王)
- 中国口头文学遗产数据库 (苏格拉底大王)