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Project reports and code
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mdeff authored Jan 15, 2020
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105 changes: 105 additions & 0 deletions .gitmodules
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[submodule "projects/code/team_01"]
path = projects/code/team_01
url = https://github.com/jm-x-1/NTDS_2019_PROJECT_TEAM_1
[submodule "projects/code/team_02"]
path = projects/code/team_02
url = https://github.com/FredBaos/Ntds_project_team02
[submodule "projects/code/team_03"]
path = projects/code/team_03
url = https://github.com/jonathan-doenz/spanish_flu_on_airports
[submodule "projects/code/team_04"]
path = projects/code/team_04
url = https://github.com/alielabridi/NTDS_2019
[submodule "projects/code/team_05"]
path = projects/code/team_05
url = https://github.com/carparel/NTDS
[submodule "projects/code/team_06"]
path = projects/code/team_06
url = https://github.com/Movinder/movielens-imdb-exploration
[submodule "projects/code/team_07"]
path = projects/code/team_07
url = https://github.com/dinotuku/ntds-2019-project-team-7
[submodule "projects/code/team_08"]
path = projects/code/team_08
url = https://github.com/eliasmpw/EE-558-ntds
[submodule "projects/code/team_09"]
path = projects/code/team_09
url = https://github.com/EPFLEXCLT/NTDS2019_team9
[submodule "projects/code/team_10"]
path = projects/code/team_10
url = https://github.com/alex-mocanu/A-Network-Tour-of-DS-Homework
[submodule "projects/code/team_11"]
path = projects/code/team_11
url = https://github.com/SachaLeblanc/NTDS_final
[submodule "projects/code/team_12"]
path = projects/code/team_12
url = https://github.com/Lambo97/MovieRecommendation
[submodule "projects/code/team_13"]
path = projects/code/team_13
url = https://github.com/aaag97/ntds-projects
[submodule "projects/code/team_14"]
path = projects/code/team_14
url = https://github.com/TheUser0571/NTDS_assignments
[submodule "projects/code/team_15"]
path = projects/code/team_15
url = https://github.com/arthurbabey/DeepMovieRecommender
[submodule "projects/code/team_16"]
path = projects/code/team_16
url = https://github.com/aurkinet/Group-16
[submodule "projects/code/team_17"]
path = projects/code/team_17
url = https://github.com/blagojce95/ntds_project
[submodule "projects/code/team_18"]
path = projects/code/team_18
url = https://github.com/raphaelreis/Network_tour_of_mice_genetics
[submodule "projects/code/team_19"]
path = projects/code/team_19
url = https://github.com/lchenbb/NTDS2019_Project
[submodule "projects/code/team_20"]
path = projects/code/team_20
url = https://github.com/raphstrebel/ntds_project
[submodule "projects/code/team_21"]
path = projects/code/team_21
url = https://github.com/michaelhodara/ntds_2019_team21
[submodule "projects/code/team_22"]
path = projects/code/team_22
url = https://github.com/zxyzz/ntds_project
[submodule "projects/code/team_23"]
path = projects/code/team_23
url = https://github.com/Saibo-creator/ntds_project
[submodule "projects/code/team_24"]
path = projects/code/team_24
url = https://github.com/linahcharif/NTDS-Team24
[submodule "projects/code/team_25"]
path = projects/code/team_25
url = https://github.com/misterw97/ntds_kitchen_science
[submodule "projects/code/team_26"]
path = projects/code/team_26
url = https://github.com/sting1000/ntds_project
[submodule "projects/code/team_27"]
path = projects/code/team_27
url = https://github.com/sfurter/Project_NTDS_Group_27
[submodule "projects/code/team_28"]
path = projects/code/team_28
url = https://github.com/ahmedkooli/ntds_comics
[submodule "projects/code/team_29"]
path = projects/code/team_29
url = https://github.com/jlabhard/ntds_project_movielens
[submodule "projects/code/team_30"]
path = projects/code/team_30
url = https://github.com/arturs68/ntds-genetic-malaria-susceptibility
[submodule "projects/code/team_32"]
path = projects/code/team_32
url = https://github.com/albornet/ntds_2019_team_32
[submodule "projects/code/team_33"]
path = projects/code/team_33
url = https://github.com/YuxuanLongBeyond/Graph-based-Recommendation-System
[submodule "projects/code/team_35"]
path = projects/code/team_35
url = https://github.com/gaumuel/ntds2019_project
[submodule "projects/code/team_36"]
path = projects/code/team_36
url = https://github.com/Davit98/NTDS-Project
[submodule "projects/code/team_49"]
path = projects/code/team_49
url = https://github.com/m-asiatici/ntds-2019-team-49-fpga
180 changes: 179 additions & 1 deletion README.md
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Expand Up @@ -96,11 +96,189 @@ Students review each other's work to receive intermediate feedback and internali
Those data projects are meant to jointly practice and evaluate their theoretical network analysis skills and practical Data Science skills.
Below is the work of the 137 students enrolled that year.

* [report, slides, code] Project Title
* [[proposal][p01], [report][r01], [slides][s01], [code][c01]] Guessing Students Gender by their Course Plan
* [[proposal][p02], [report][r02], [slides][s02], [code][c02]] Wikipedia Query Engine
* [[proposal][p03], [report][r03], [slides][s03], [code][c03]] Would Humanity Survive a Spanish-Flu Pandemic Today?
* [[proposal][p04], [report][r04], [slides][s04], [code][c04]] Detection of Spammers in a Social Network
* [[proposal][p05], [report][r05], [slides][s05], [code][c05]] Network based prediction of movie Nomination to the Oscars and the Golden Globes
* [[proposal][p06], [report][r06], [slides][s06], [code][c06]] Movinder: A Movie Recommendation System for Groups
* [[proposal][p07], [report][r07], [slides][s07], [code][c07]] Movie Recommendation Using Graph Neural Networks
* [[proposal][p08], [report][r08], [slides][s08], [code][c08]] Actors Tour of Data Science
* [[proposal][p09], [report][r09], [slides][s09], [code][c09]] Aggregation Phenomena in Movie Industry
* [[proposal][p10], [report][r10], [slides][s10], [code][c10]] An exploration of recipes
* [[proposal][p11], [report][r11], [slides][s11], [code][c11]] A dive into the music industry
* [[proposal][p12], [report][r12], [slides][s12], [code][c12]] A network based recommendation system
* [[proposal][p13], [report][r13], [slides][s13], [code][c13]] Science and religion
* [[proposal][p14], [report][r14], [slides][s14], [code][c14]] N/A
* [[proposal][p15], [report][r15], [slides][s15], [code][c15]] Movie Recommender Exploration
* [[proposal][p16], [report][r16], [slides][s16], [code][c16]] Movie recommendation system
* [[proposal][p17], [report][r17], [slides][s17], [code][c17]] A Hybrid Matrix Factorization via Graph Signal Processing
* [[proposal][p18], [report][r18], [slides][s18], [code][c18]] A Network Approach to Genetic and Expression based Phenotype Prediction on Mouse
* [[proposal][p19], [report][r19], [slides][s19], [code][c19]] Discovering Communities in Global Flight Route Graph
* [[proposal][p20], [report][r20], [slides][s20], [code][c20]] Strategic Recipes
* [[proposal][p21], [report][r21], [slides][s21], [code][c21]] Will my new videogame be successful?
* [[proposal][p22], [report][r22], [slides][s22], [code][c22]] A Network Tour of Inter-county Migration in the US
* [[proposal][p23], [report][r23], [slides][s23], [code][c23]] A Network Tour of Football Transfer Market
* [[proposal][p24], [report][r24], [slides][s24], [code][c24]] Analysis of delays on the New Jersey railway
* [[proposal][p25], [report][r25], [slides][s25], [code][c25]] A Network Tour of Kitchen Science: Graph-Based Ingredient Suggestion and Replacement
* [[proposal][p26], [report][r26], [slides][s26], [code][c26]] A Network Tour of NIPS Conference Papers
* [[proposal][p27], [report][r27], [slides][s27], [code][c27]] Airbnb price prediction from an host point of view
* [[proposal][p28], [report][r28], [slides][s28], [code][c28]] A Growing Network of Characters in Marvel and DC Universes
* [[proposal][p29], [report][r29], [slides][s29], [code][c29]] Movie recommender system using signal diffusion
* [[proposal][p30], [report][r30], [slides][s30], [code][c30]] Genetically determined susceptibility to malaria
* [[proposal][p32], [report][r32], [slides][s32], [code][c32]] N/A
* [[proposal][p33], [report][r33], [slides][s33], [code][c33]] Graph-based Recommender System
* [[proposal][p35], [report][r35], [slides][s35], [code][c35]] A Network Tour of Cooking
* [[proposal][p36], [report][r36], [slides][s36], [code][c36]] A Culinary Tour of Data Science
* [[proposal][p49], [report][r49], [slides][s49], [code][c49]] Understanding Negotiated-Congestion Routing for FPGAs

As each team stored their code in a github repository, all their code can conveniently be downloaded with `git clone --recurse-submodules https://github.com/mdeff/ntds_2019`.
One folder per team will be populated in `projects/code`.

[p01]: projects/proposals/team_01.pdf
[p02]: projects/proposals/team_02.pdf
[p03]: projects/proposals/team_03.pdf
[p04]: projects/proposals/team_04.pdf
[p05]: projects/proposals/team_05.pdf
[p06]: projects/proposals/team_06.pdf
[p07]: projects/proposals/team_07.pdf
[p08]: projects/proposals/team_08.pdf
[p09]: projects/proposals/team_09.pdf
[p10]: projects/proposals/team_10.pdf
[p11]: projects/proposals/team_11.pdf
[p12]: projects/proposals/team_12.pdf
[p13]: projects/proposals/team_13.pdf
[p14]: projects/proposals/team_14.pdf
[p15]: projects/proposals/team_15.pdf
[p16]: projects/proposals/team_16.pdf
[p17]: projects/proposals/team_17.pdf
[p18]: projects/proposals/team_18.pdf
[p19]: projects/proposals/team_19.pdf
[p20]: projects/proposals/team_20.pdf
[p21]: projects/proposals/team_21.pdf
[p22]: projects/proposals/team_22.pdf
[p23]: projects/proposals/team_23.pdf
[p24]: projects/proposals/team_24.pdf
[p25]: projects/proposals/team_25.pdf
[p26]: projects/proposals/team_26.pdf
[p27]: projects/proposals/team_27.pdf
[p28]: projects/proposals/team_28.pdf
[p29]: projects/proposals/team_29.pdf
[p30]: projects/proposals/team_30.pdf
[p32]: projects/proposals/team_32.pdf
[p33]: projects/proposals/team_33.pdf
[p35]: projects/proposals/team_35.pdf
[p36]: projects/proposals/team_36.pdf
[p49]: projects/proposals/team_49.pdf

[r01]: projects/reports/team_01.pdf
[r02]: projects/reports/team_02.pdf
[r03]: projects/reports/team_03.pdf
[r04]: projects/reports/team_04.pdf
[r05]: projects/reports/team_05.pdf
[r06]: projects/reports/team_06.pdf
[r07]: projects/reports/team_07.pdf
[r08]: projects/reports/team_08.pdf
[r09]: projects/reports/team_09.pdf
[r10]: projects/reports/team_10.pdf
[r11]: projects/reports/team_11.pdf
[r12]: projects/reports/team_12.pdf
[r13]: projects/reports/team_13.pdf
[r14]: projects/reports/team_14.pdf
[r15]: projects/reports/team_15.pdf
[r16]: projects/reports/team_16.pdf
[r17]: projects/reports/team_17.pdf
[r18]: projects/reports/team_18.pdf
[r19]: projects/reports/team_19.pdf
[r20]: projects/reports/team_20.pdf
[r21]: projects/reports/team_21.pdf
[r22]: projects/reports/team_22.pdf
[r23]: projects/reports/team_23.pdf
[r24]: projects/reports/team_24.pdf
[r25]: projects/reports/team_25.pdf
[r26]: projects/reports/team_26.pdf
[r27]: projects/reports/team_27.pdf
[r28]: projects/reports/team_28.pdf
[r29]: projects/reports/team_29.pdf
[r30]: projects/reports/team_30.pdf
[r32]: projects/reports/team_32.pdf
[r33]: projects/reports/team_33.pdf
[r35]: projects/reports/team_35.pdf
[r36]: projects/reports/team_36.pdf
[r49]: projects/reports/team_49.pdf

[s01]: projects/slides/team_01.pdf
[s02]: projects/slides/team_02.pdf
[s03]: projects/slides/team_03.pdf
[s04]: projects/slides/team_04.pdf
[s05]: projects/slides/team_05.pdf
[s06]: projects/slides/team_06.pdf
[s07]: projects/slides/team_07.pdf
[s08]: projects/slides/team_08.pdf
[s09]: projects/slides/team_09.pdf
[s10]: projects/slides/team_10.pdf
[s11]: projects/slides/team_11.pdf
[s12]: projects/slides/team_12.pdf
[s13]: projects/slides/team_13.pdf
[s14]: projects/slides/team_14.pdf
[s15]: projects/slides/team_15.pdf
[s16]: projects/slides/team_16.pdf
[s17]: projects/slides/team_17.pdf
[s18]: projects/slides/team_18.pdf
[s19]: projects/slides/team_19.pdf
[s20]: projects/slides/team_20.pdf
[s21]: projects/slides/team_21.pdf
[s22]: projects/slides/team_22.pdf
[s23]: projects/slides/team_23.pdf
[s24]: projects/slides/team_24.pdf
[s25]: projects/slides/team_25.pdf
[s26]: projects/slides/team_26.pdf
[s27]: projects/slides/team_27.pdf
[s28]: projects/slides/team_28.pdf
[s29]: projects/slides/team_29.pdf
[s30]: projects/slides/team_30.pdf
[s32]: projects/slides/team_32.pdf
[s33]: projects/slides/team_33.pdf
[s35]: projects/slides/team_35.pdf
[s36]: projects/slides/team_36.pdf
[s49]: projects/slides/team_49.pdf

[c01]: https://github.com/jm-x-1/NTDS_2019_PROJECT_TEAM_1
[c02]: https://github.com/FredBaos/Ntds_project_team02
[c03]: https://github.com/jonathan-doenz/spanish_flu_on_airports
[c04]: https://github.com/alielabridi/NTDS_2019
[c05]: https://github.com/carparel/NTDS
[c06]: https://github.com/Movinder/movielens-imdb-exploration
[c07]: https://github.com/dinotuku/ntds-2019-project-team-7
[c08]: https://github.com/eliasmpw/EE-558-ntds/tree/master/projects/project_ntds_2019
[c09]: https://github.com/EPFLEXCLT/NTDS2019_team9
[c10]: https://github.com/alex-mocanu/A-Network-Tour-of-DS-Homework/tree/master/Project
[c11]: https://github.com/SachaLeblanc/NTDS_final
[c12]: https://github.com/Lambo97/MovieRecommendation
[c13]: https://github.com/aaag97/ntds-projects
[c14]: https://github.com/TheUser0571/NTDS_assignments/tree/master/Project
[c15]: https://github.com/arthurbabey/DeepMovieRecommender
[c16]: https://github.com/aurkinet/Group-16
[c17]: https://github.com/blagojce95/ntds_project
[c18]: https://github.com/raphaelreis/Network_tour_of_mice_genetics
[c19]: https://github.com/lchenbb/NTDS2019_Project
[c20]: https://github.com/raphstrebel/ntds_project
[c21]: https://github.com/michaelhodara/ntds_2019_team21
[c22]: https://github.com/zxyzz/ntds_project
[c23]: https://github.com/Saibo-creator/ntds_project
[c24]: https://github.com/linahcharif/NTDS-Team24
[c25]: https://github.com/misterw97/ntds_kitchen_science
[c26]: https://github.com/sting1000/ntds_project
[c27]: https://github.com/sfurter/Project_NTDS_Group_27
[c28]: https://github.com/ahmedkooli/ntds_comics
[c29]: https://github.com/jlabhard/ntds_project_movielens
[c30]: https://github.com/arturs68/ntds-genetic-malaria-susceptibility
[c32]: https://github.com/albornet/ntds_2019_team_32
[c33]: https://github.com/YuxuanLongBeyond/Graph-based-Recommendation-System
[c35]: https://github.com/gaumuel/ntds2019_project
[c36]: https://github.com/Davit98/NTDS-Project
[c49]: https://github.com/m-asiatici/ntds-2019-team-49-fpga

## Installation

Click the [binder badge][binder] to play with the notebooks from your browser without installing anything.
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