| Both sides previous revision Previous revision Next revision | Previous revision |
| courses:knais:start [2024/11/04 23:35] – [Lectures] kkt | courses:knais:start [2025/02/03 09:03] (current) – [Lectures] kkt |
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| - **02.12.2024** [GJN] Neurosymbolic systems and Problog | - **02.12.2024** [GJN] Neurosymbolic systems and Problog |
| - **09.12.2024** [GJN] From Problog to DeepProblog | - **09.12.2024** [GJN] From Problog to DeepProblog |
| - **16.12.2024** [KKT] Where is the knowledge | - **16.12.2024** [KKT] {{ :courses:knais:where_is_the_knowledge.pdf |Where is the knowledge}} |
| - **13.01.2025** [GJN] Explanations and knowledge | - **13.01.2025** [GJN] Explanations and knowledge |
| - **20.01.2025** [KKT] Insightful explanations with knowledge | - **20.01.2025** [KKT] {{ :courses:knais:xai_with_knowledge.pdf |Insightful explanations with knowledge}} |
| - **27.01.2025** [GJN] Summary and outlook | - **27.01.2025** [GJN] Summary and outlook |
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| | 5. | 30.10.2024 | Reasoner + Rules and constraints: SWRL and SHACL | [[https://colab.research.google.com/drive/1uATXydLuPtVMX8Cp-FnLKQLRm7VKI-N3?usp=sharing|Lab 4]] | | | 5. | 30.10.2024 | Reasoner + Rules and constraints: SWRL and SHACL | [[https://colab.research.google.com/drive/1uATXydLuPtVMX8Cp-FnLKQLRm7VKI-N3?usp=sharing|Lab 4]] | |
| | 6. | 06.11.2024 | Property Graphs and Cypher | [[https://colab.research.google.com/drive/1tRxVWE7xmCANHgADxx_cHZpkkBgvGFR6?usp=sharing|Lab 5]]| | | 6. | 06.11.2024 | Property Graphs and Cypher | [[https://colab.research.google.com/drive/1tRxVWE7xmCANHgADxx_cHZpkkBgvGFR6?usp=sharing|Lab 5]]| |
| | 7. | 13.11.2024 | Colloquium 1 | Colloquium 1 | | | 7. | 13.11.2024 | Colloquium 1 | [[https://docs.google.com/document/d/1Gdr1GIMP9lGyUWM1vAj3Hr6FlBIdXY5RSbt2EI_GLp4/edit?tab=t.0|Colloquium 1]]| |
| | 8. | 20.11.2024 | Machine Learning 101 | FIXME | | | 8. | 20.11.2024 | Machine Learning 101 | [[https://colab.research.google.com/drive/18zAOHDSDhSAKQA2HV74bPPCQ9wq3kE9z?usp=sharing|Lab 6]]| |
| | 9. | 27.11.2024 | Graph Neural Networks | FIXME | | | 9. | 27.11.2024 | Graph Neural Networks | [[https://colab.research.google.com/drive/1E9jIuA9swf2OVKSl3xDe1xeqRP8CuRx8?usp=sharing|Lab 7]]| |
| | 10. | 04.12.2024 | eXplainable AI | FIXME | | | 10. | 04.12.2024 | eXplainable AI | [[https://colab.research.google.com/drive/1BR3GB3vfv9tjXjg6hxjueZa39ScnXzZp?usp=sharing|Lab 8]]| |
| | 11. | 11.12.2024 | Logic: Prolog | FIXME | | | 11. | 11.12.2024 | Logic: Prolog | [[https://colab.research.google.com/drive/1uuS7IfgLOtcDJP6ODa2V7pfVjeevzRhE?usp=sharing|Lab 9]]| |
| | 12. | 18.12.2024 | Neurosymbolic AI: ProbLog | FIXME | | | 12. | 18.12.2024 | Cancelled | Cancelled| |
| | 13. | 08.01.2025 | Neurosymbolic AI: DeepProbLog | FIXME | | | 13. | 08.01.2025 | [ONLINE] Projects consultation and Neurosymbolic AI: ProbLog, DeepProbLog | [[https://colab.research.google.com/drive/17-vhQBgSMHHP420z5rs0A4kYmosvf_rC?usp=sharing|Lab 10 - Problog]] and [[https://colab.research.google.com/drive/17m35kBbgOXCSwxFbYW-h_6CokuaRHjOh?usp=sharing|Lab 11 - DeepProblog]] | |
| | 14. | 15.01.2025 | Projects presentation | FIXME | | | 14. | 15.01.2025 | [ONLINE] Projects presentation | Projects presentation | |
| | 16. | 22.01.2025 | Colloquium 2 | Colloquium 2 | | | 16. | 22.01.2025 | Colloquium 2 | [[https://docs.google.com/document/d/113Z0bhGB1pmeMtkIE0J0sXLhX1iKqKUNKI-UnW43q7Q/edit?usp=sharing|Colloquium 2]] | |
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| ==== Grading rules ==== | ==== Grading rules ==== |