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LM Mini Lab

Mini Lab

Stories

1. Colors in Cologne
2. Experiments in Biology
3. Work, Men, Women

Data

4. Dealing with Holidays in Data
5. Demo for datapackage
6. Scientist Names
7. Space Explorations
8. Flight Routes in USA
9. Air Freight Infrastructure
10. Road Freight in EU
16. Modal Split in Transportation
20. Ocean Freight Infra
21. Road/Rail Freight
25. Road Speed Limits by Countries
26. US State Ranking

Data Acquisition

27. Download OrgasmSoundLibrary data
30. inspirehep API
31. Airbnb Data

Statistics

36. Box-Cox Transformation
37. Centering Matrix
38. Error Function
40. Correlations in Statistics
41. Anscombes Quartet
42. ANOVA
43. KL Divergence
45. TTest

Graph

47. Graph Cuts
48. Graph Laplacian
49. Node Statistics on Graph
51. Some Interesting Graphs

Visualizations

53. Multilanguages Font

Machine Learning

54. Some Simple PyTorch Tricks
55. Generate Fake Data for WFH Data
56. Random Forest Playground
59. Logistic Regression
60. Growth Function and VC Dimension
61. Autograd
62. PyTorch Simple Demo
63. Basics of PyTorch
64. Neural Networks

Time Series

66. Air Freight Time Series Data

Audio

67. Audio Signal Processing
68. Time Series Geodata
69. Preprocessing

Economics

72. Supply and Demand

Interplanetary Immigration Center

73. Mars Base Locations

MISC

74. Data Analysis for BiliDash
75. Tricks about Pandas 1

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