A list of a small part of the projects created at the yearly iterations of DataHack and related resources.
DataHack is the first data-driven hackathon in Israel, designed to bring together the Israeli data community. You can find more information at: http://datahack-il.com
You can also find us on Facebook, Twitter and join our monthly newsletter.
DataHack Projects:
- DataHack 2015
- DataHack 2016
- DataHack 2017
- MAGMA: Machine bAsed General Movements Assessment 💻🙅
- Sytos - Wikipedia word disambiguation [SparkBeyond's Challenge] 📚
- Solving MCQ - Novel Multiple Choice Question Solver 📝
- AgriTech - Peeling The Onion’s DNA 🔬🍅
- Politically Correct - A step towards our first AI President 👨⚖
- Smelo - Sports Ranking Improved ⚽💯
- PicMe - PicMe for a great Pic with Me [OrCam's Challence] 📷
- DYNO - Reddit Upvotes Predictor ⬆⬇
- DreamTeam - Knesset Members' FB Posts Analytics 📱🔷
- DataHack 2019
Facebook event page: https://www.facebook.com/events/161836037500120
Team Name: ZOLIS
Team Members: Tom Hope, Hezi Resheff, Itay Lieder
Project: Event Social Dashboard
Description: A social media dashboard for eventa based on Facebook and LinkedIn data.
Links:
- Slides: https://docs.google.com/presentation/d/1RA0ZosRmqDQLrve9m88LsAiOwuW6gjwl3t2i3Hmel3M/edit?usp=sharing
- Repository: https://github.com/ItayLieder/datahack-fbook
- Live demo: http://54.68.5.226/datahack-fbook/interactive_network_demo/
Team Name: VIZWAY
Team Members: Idit Minka, Inbal Levi, Dan Ofer, Amos Sidelnik, Daniel Hershcovich
Project: Car accidents density
Description: A website presenting accidents density according to cities is israel
Links:
- Slides: https://docs.google.com/presentation/d/1NAedF1qUhCH0GAuv1c29zuJsxfrxybu7DuGAuWQ28sY/edit?usp=sharing
- Repository: https://github.com/danielhers/vizway
Team Name: The Hippos
Team Members: Yuval Naveh, Eric Feldman, Jenia Makrinich, Gur Ronen
Project: The Poetry Urban Map
Links:
- Slides: https://docs.google.com/presentation/d/1HIZMDXAFpb8dm501fBQwz5q6WUPee57GPoYKg0gKWNs/edit?usp=sharing
Team Name: Tacbak
Team Members: Eyal Hariri, Yoav Ben-Yehoshua, Yonatan Nuriel, Alon kenneth
Project: Talkbacks based news insights
Links:
- Slides: https://docs.google.com/presentation/d/1Crlso0T3-9-6tTh-d7asLQNLRgrPQxjfWajdfqKM59o/edit?usp=sharing
Team Name: StraightWalk
Team Members: Chaim Cohen
Project: Parkinson patients gait
Links:
- Slides: https://docs.google.com/presentation/d/1f0csFqy1VbQYoKOh_6eJC4BPfXJnfG80J7KIVeLFsas/edit?usp=sharing
Facebook event page: https://www.facebook.com/events/1825264514368346 Meetup event page: https://www.meetup.com/DataHack/events/233281095
Team Name: The Seffis
Project Name: Ensemble models approach for cab ride duration prediction
Links:
Team Name: The Sea Snails
Project Name: Using graph-based features to predict ship type
Links:
Team Name: SimPhony
Project Name: Data Driven Video Creation: Automatic Simpsons Episodes
Links:
Facebook event page: https://www.facebook.com/events/1623405514382356 Meetup event page: https://www.meetup.com/DataHack/events/243705006
Team Name: MAGMA
Project Name: MAGMA: Machine bAsed General Movements Assessment
Description: Automizing the General Movements Assessment (GMA) process to achieve machince-based diagnosis of Cerebral Palsy (CP).
Links:
- Slides: https://docs.google.com/presentation/d/1rYIWlliLqOo7mBJXGm8TpGifppTsBNfNb0K4plFnVOg/edit?usp=sharing
Team Name: N Na Nam Name
Team Members:
Project: Wikipedia word disambiguation - Given an ambiguous term and a context sentence – predict the correct Wikipedia page URL that best fits both
Links:
- Slides: https://docs.google.com/presentation/d/1GPKZK4KO04jIGH3GxNbRj8HLEYdIz02WSehBkHEOxPo/edit#slide=id.p3
Team Name: 2B
Team Members:
Project: Novel Multiple Choice Question Solver
Links:
- Slides: https://docs.google.com/presentation/d/1WDW8onjQhxahMDCTnoIanJ2APV3F_fSDbXFfvGESqGg/edit#slide=id.g292775091d_0_19
- Code: https://github.com/ilaif/datahack-2017
Team Name: Agritech
Team Members:
Project: Peeling the onion’s DNA - identify (from the DNA) which of the hybrids is the product of the desired cross.
Links:
- Slides: https://docs.google.com/presentation/d/17DvFwAFbGGqJMrgueygnjAIKqtKwVnDzvOIG3I_FG7I/edit#slide=id.p7
Team Name: Politically Correct
Team Members: Dor Peretz, Tal Peretz, David Lymkis, Ran Shamay, Panorays
Project: Deep Politics - create the perfect AI to be the next president
Links:
- Slides: https://docs.google.com/presentation/d/14iyxYNZxzKNo6f6LSluYjS5NmJhceQ4x9HwFdyEf5jU/edit#slide=id.p3
Team Name: Smelo
Team Members:
Project: Smelo - Predicting player-to-player match results.
Links:
Team Name: PicMe
Team Members: Yarden Matok, Yonatan Nuriel, Ariel Nuriel
Project: Identify the owner of the album through the album’s pictures and the picture’s metadata.
Links:
Team Name: DYNO
Team Members:
Project: Predicting the level of upvotes of reddit post based on their title and text
Links:
- Slides: https://docs.google.com/presentation/d/1bo8W721_hywKwg3IBjxhXkB9jbal5WxhWgDlL6F8-Cw/edit#slide=id.p7
Team Name: DreamTeam
Team Members: Hagay Goldman, Michael Shparber
Project: Using advanced technologies (NLP, Machine Learning) we’ve built an accessible Dashboard that allows the public to easily analyze the data with smart insights and compare Political Parties and Knesset Members opinions on social issues.
Links:
- Slides: https://drive.google.com/drive/folders/0B3IYTOSJm0hOeFd3eXZFMmo0UU0
- Public Dashboard: https://app.powerbi.com/view?r=eyJrIjoiNzQ2MjNhYWQtMTU3Yi00Mzc2LTkzYjItYjI2MjEzYjk2MTQ0IiwidCI6IjhiZWZmOWZjLTUxOGItNGIzMC05YjAxLWZiZjg5OWIxZWEyYyIsImMiOjl9
Team Name: VideoThat
Team Members: Yael Daihes, Yaara Arkin, Orian Sharoni, Roee Shenberg, Dalya Gartzman
Links:
- Blog: https://towardsdatascience.com/https-medium-com-orian-sharoni-videothat-6849277c301b
- Code: https://github.com/Sharonio/VideoThat
Team Name: Geologic
Team Members: Ittay Alfassi + ?
Project: Earthquake Prediction
Team Name: Lupus
Team Members: Doron Bartov, Gilad Barkan, Ohad Bruker, Shelly Soffer, Zion Badash
Project: Diagnosing ER Patiend & Predicting Hospitalization
Description: Diagnosing ER Patiend & predicting hospitalization using ER data from Sheba through our cooperation with ARC Innovation Center at Sheba, led by our Doctor and team member Shelly Soffer.
Slides: https://docs.google.com/presentation/d/1ekzYVYnnbKlqK3zpreTnhqlSTYMXeBIj2cfpaw7e6L0/edit?usp=sharin
Team Name: ASI
Team Members: Tal Yitzhak, Matan Shemer
Project: Categorizing key elements in login pages
Description: In order to automate login procedure we need to identify the key elements required for login, for example: username, passwrd and submit button. When . If we can identify those parameters automatically for most login pages, we can login automatically to most institutions.
Repository: Internal corporate repository
Team Name: Ameniteam
Team Members: Moshe Hazoom
Project: Auto Comment Generation & Code Search Engine
Description: Have you ever dreamed about an AI that could understand a code snippet and tells you what it does? Auto comment generation & Code Search Engine based on Python StackOverFlow questions focusing on Data Science and Data Structures.
Links:
- Slides: https://docs.google.com/presentation/d/1mjhsNhzvJm1qzu6ET_ggtmuBsVrZT9_z73sdqVBPVRo/edit?usp=sharing
Members: Eli Simhayev + four mystery members
Team Name: Loss Pollos Hermanos
Team Members: Ariel Amar, Dean Peretz,Ruthi Taboada, Tal Makdoshi Project: Saliency Style Transfer
Description: Saliency Style Transfer
Links:
- Repository: https://github.com/arielamar123/DataHack2019.git
- Slides: https://docs.google.com/presentation/d/1fbIPBZ-t4zUy5BHKhkqPouDud_3D_EC7xDmHWMtwAns/edit?usp=sharing