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Table of contents

+ +

Fundamentals of Artificial Intelligence and Knowledge Representation

+ +

Machine Learning and Data Mining

+

Statistical and Mathematical Methods for Artificial Intelligence

+

Cognition and Neuroscience

+ +

Combinatorial Decision Making and Optimization

+ +

Deep Learning

+

Image Processing and Computer Vision

+ +

Languages and Algorithms for Artificial Intelligence

+ + + + + diff --git a/ipcv1.html b/ipcv1.html new file mode 100644 index 0000000..5c0f5a5 --- /dev/null +++ b/ipcv1.html @@ -0,0 +1,23 @@ + + + + + + ipcv1.pdf + + + + +

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+ + + + diff --git a/ipcv2.html b/ipcv2.html new file mode 100644 index 0000000..8e27019 --- /dev/null +++ b/ipcv2.html @@ -0,0 +1,23 @@ + + + + + + ipcv2.pdf + + + + +

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+ + + + diff --git a/laai2.html b/laai2.html new file mode 100644 index 0000000..72ba4ca --- /dev/null +++ b/laai2.html @@ -0,0 +1,23 @@ + + + + + + laai2.pdf + + + + +

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+ + + + diff --git a/laai3.html b/laai3.html new file mode 100644 index 0000000..90558e5 --- /dev/null +++ b/laai3.html @@ -0,0 +1,23 @@ + + + + + + laai3.pdf + + + + +

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+ + + + diff --git a/pdfs/.hash b/pdfs/.hash new file mode 100644 index 0000000..3e33d14 --- /dev/null +++ b/pdfs/.hash @@ -0,0 +1,15 @@ +ainotes.cls,79b3324 +year1/cognition-and-neuroscience/module1,00acf97 +year1/cognition-and-neuroscience/module2,79b3324 +year1/combinatorial-decision-making-and-optimization/module1,9d6b6aa +year1/combinatorial-decision-making-and-optimization/module2,9d6b6aa +year1/deep-learning,ef7ba6f +year1/fundamentals-of-ai-and-kr/module1,79b3324 +year1/fundamentals-of-ai-and-kr/module2,79b3324 +year1/fundamentals-of-ai-and-kr/module3,79b3324 +year1/image-processing-and-computer-vision/module1,79b3324 +year1/image-processing-and-computer-vision/module2,ab5daa0 +year1/languages-and-algorithms-for-ai/module2,9d6b6aa +year1/languages-and-algorithms-for-ai/module3,9d6b6aa +year1/machine-learning-and-data-mining,79b3324 +year1/statistical-and-mathematical-methods-for-ai,79b3324 diff --git a/pdfs/LICENSE b/pdfs/LICENSE new file mode 100644 index 0000000..9760eaf --- /dev/null +++ b/pdfs/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2023 Tian Cheng Xia + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/pdfs/README.md b/pdfs/README.md new file mode 100644 index 0000000..94b7613 --- /dev/null +++ b/pdfs/README.md @@ -0,0 +1,31 @@ +# Unibo M.Sc. AI Notes + +My notes for the courses of the Master's Degree in Artificial Intelligence at the University of Bologna. + +LaTeX source files are in the [`main` branch](https://github.com/NotXia/unibo-ai-notes/tree/main).\ +Compiled PDF files are in the [`pdfs` branch](https://github.com/NotXia/unibo-ai-notes/tree/pdfs). + +**Note**: I'm terrible at taking notes. Please, consider ~~double~~ triple checking anything you plan to use. + +## Table of contents + +### Year 1 +- **Fundamentals of Artificial Intelligence and Knowledge Representation** + - [FAIKR module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/fundamentals-of-ai-and-kr/module1/faikr1.pdf) + - [FAIKR module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/fundamentals-of-ai-and-kr/module2/faikr2.pdf) + - [FAIKR module 3](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/fundamentals-of-ai-and-kr/module3/faikr3.pdf) +- [**Machine Learning and Data Mining**](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/machine-learning-and-data-mining/dm-ml.pdf) +- [**Statistical and Mathematical Methods for Artificial Intelligence**](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/statistical-and-mathematical-methods-for-ai/smm.pdf) +- **Cognition and Neuroscience** + - [CN module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/cognition-and-neuroscience/module1/cn1.pdf) + - [CN module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/cognition-and-neuroscience/module2/cn2.pdf) +- **Combinatorial Decision Making and Optimization** + - [CDMO module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/combinatorial-decision-making-and-optimization/module1/cdmo1.pdf) + - [CDMO module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/combinatorial-decision-making-and-optimization/module2/cdmo2.pdf) +- [**Deep Learning**](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/deep-learning/dl.pdf) +- **Image Processing and Computer Vision** + - [IPCV module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/image-processing-and-computer-vision/module1/ipcv1.pdf) + - [IPCV module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/image-processing-and-computer-vision/module2/ipcv2.pdf) +- **Languages and Algorithms for Artificial Intelligence** + - [LAAI module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/languages-and-algorithms-for-ai/module2/laai2.pdf) + - 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