Machine Learning and Data Analysis (Strijov practice)/Group 074, Fall 2013

Материал из MachineLearning.

(Различия между версиями)
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(Задачи)
Строка 14: Строка 14:
! Оценка
! Оценка
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|Бунаков Василий
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|Bunakov Vasiliy
|Signature Recognition
|Signature Recognition
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Bunakov2013SignatureRecognition/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Bunakov2013SignatureRecognition/]
Строка 21: Строка 21:
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|Вдовина Евгения
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|Vdovina Yevgeniya
|Visualization of Results of Keyword Groups Mapping
|Visualization of Results of Keyword Groups Mapping
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Vdovina2013MappingResultsVisualization/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Vdovina2013MappingResultsVisualization/]
Строка 28: Строка 28:
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|Воронов Сергей
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|Voronov Sergey
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|Распознавание текста на фотографиях
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|Google Steet View text detection and recognition
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Voronov2013TextRecognition/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Voronov2013TextRecognition/]
| [BM+F]LS-I+CU+DTP+R-W+S--
| [BM+F]LS-I+CU+DTP+R-W+S--
Строка 35: Строка 35:
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|Гринчук Олег
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|Grinchuk Oleg
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|Прогнозирование макроэкономических состояний (Векторная авторегрессия)
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|Macroeconomic conditions forecasting
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Grinchuk2013InverseVAR/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Grinchuk2013InverseVAR/]
| [BMF]L-SI-C-0DTPRWS
| [BMF]L-SI-C-0DTPRWS
Строка 42: Строка 42:
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|Дубовик Анна
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|Dubovik Anna
|Classification and Exploring of Source Code of Python Projects.
|Classification and Exploring of Source Code of Python Projects.
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Dubovik2013ProjectCodeClassifying/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Dubovik2013ProjectCodeClassifying/]
Строка 49: Строка 49:
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|Желавская Ирина
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|Zhelavskaya Irina
|Automatic Filters Generator for Gmail
|Automatic Filters Generator for Gmail
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhelavskaya2013FiltersGenerator/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhelavskaya2013FiltersGenerator/]
Строка 56: Строка 56:
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|Жуйков Владимир
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|Zhuykov Vladimir
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|Распознавание подписей
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|Signature Recognition
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhuykov2013SignatureRecognition/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhuykov2013SignatureRecognition/]
| [B]L--0I-->>>>>
| [B]L--0I-->>>>>
Строка 63: Строка 63:
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|Иванов Сергей
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|Ivanov Sergey
|Personalize Expedia Hotel Searches
|Personalize Expedia Hotel Searches
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ivanov2013PersonalizeHotelSearches/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ivanov2013PersonalizeHotelSearches/]
Строка 70: Строка 70:
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|Иванов Александр
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|Ivanov Aleksandr
|Detecting Unsolicited SMS Messages
|Detecting Unsolicited SMS Messages
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/IvanovA2013DetectingSMSSpam/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/IvanovA2013DetectingSMSSpam/]
Строка 77: Строка 77:
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|Касаткин Сергей
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|Kasatkin Sergey
|Determination of the type of human activity based on the data from the accelerometer
|Determination of the type of human activity based on the data from the accelerometer
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kasatkin2013Accelerometer/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kasatkin2013Accelerometer/]
Строка 84: Строка 84:
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|Катруца Александр
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|Katrutsa Aleksandr
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|Ранжирование поисковой выдачи
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|Search engine results ranking
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Katrutsa2013PageRank/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Katrutsa2013PageRank/]
| [BM+F]L+SI+CUDTPR+W+S
| [BM+F]L+SI+CUDTPR+W+S
Строка 91: Строка 91:
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|Колчанов Андрей
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|Kolchanov Andrey
|The financial bubbles definition in the stock data
|The financial bubbles definition in the stock data
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kolchanov2013FinancialBubbles/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kolchanov2013FinancialBubbles/]
Строка 98: Строка 98:
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|Костин Александр
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|Kostin Aleksandr
|Classify Handwritten Digits
|Classify Handwritten Digits
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kostin2013ClassifyHandwrittenDigits/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kostin2013ClassifyHandwrittenDigits/]
Строка 105: Строка 105:
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|Котенко Ленгольд Екатерина
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|Kotenko Lengold Yekaterina
|Satellite imagery processing for NDVI estimation
|Satellite imagery processing for NDVI estimation
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/]
Строка 112: Строка 112:
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|Кудряшова Александра
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|Kudryashova Aleksandra
|Satellite imagery processing for NDVI estimation
|Satellite imagery processing for NDVI estimation
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/]
Строка 119: Строка 119:
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|Левдик Павел
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|Levdik Pavel
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|Прогнозирование цен на электроэнергию
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|Electricity prices forecasting
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| [BM+]L-SIC--U-D->PR-W>
| [BM+]L-SIC--U-D->PR-W>
Строка 126: Строка 126:
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|Матросов Михаил
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|Matrosov Mikhail
|Short-term forecasting of musical compositions
|Short-term forecasting of musical compositions
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Matrosov2013MusicForecasting/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Matrosov2013MusicForecasting/]
Строка 133: Строка 133:
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|Митяшов Андрей
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|Mityashov Andrey
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|Обработка сложноорганизованных социологических данных в задаче классификации
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|Unstructured social data processing in classification problem
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Mityashov2013ClassificationSocialData/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Mityashov2013ClassificationSocialData/]
| [M+F]L+SI--C-UDT--P00S-
| [M+F]L+SI--C-UDT--P00S-
Строка 140: Строка 140:
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|Неклюдов Кирилл
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|Neklyudov Kirill
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|Распознавание лиц
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|Face recognition
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Neklyudov2013FacialKeypointsDetection/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Neklyudov2013FacialKeypointsDetection/]
| [BM+F]LS-I+CU-DTPR-WS-
| [BM+F]LS-I+CU-DTPR-WS-
Строка 147: Строка 147:
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|Перекрестенко Дмитрий
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|Perekrestenko Dmitriy
|Human activity recognition
|Human activity recognition
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Perekrestenko2013Accelerometer/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Perekrestenko2013Accelerometer/]
Строка 154: Строка 154:
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|Прилепский Роман
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|Prilepskiy Roman
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|Text []Location and recognition on Google Street View Images.
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|Text Location and recognition on Google Street View Images.
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Prilepskiy2013GoogleStreetView/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Prilepskiy2013GoogleStreetView/]
| [B]L+00>>>000
| [B]L+00>>>000
Строка 161: Строка 161:
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|Пушняков Алексей
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|Pushnyakov Aleksey
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|Сегментация цветных изображений
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|Color image segmentation
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Pushnyakov2013ImageSegmentation/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Pushnyakov2013ImageSegmentation/]
| [BM+F]L+S+I+C+UDT+P+R+W+S
| [BM+F]L+S+I+C+UDT+P+R+W+S
Строка 168: Строка 168:
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|Рыскина Мария
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|Ryskina Mariya
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|Создание тематической модели на основе PLSA
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|Topic modeling using PLSA
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ryskina2013TopicModelPLSA/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ryskina2013TopicModelPLSA/]
| [BM+F]L-S+I+CUDT+PR+W+S
| [BM+F]L-S+I+CUDT+PR+W+S
Строка 175: Строка 175:
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|Стенин Сергей
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|Stenin Sergey
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|Определение тематически близких тезисов научной конференции
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|Detection of topically similar abstracts of scientific conference
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Stenin2013Clustering/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Stenin2013Clustering/]
| [B]L+S+I+CUD
| [B]L+S+I+CUD
Строка 182: Строка 182:
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|Уржумцев Олег
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|Urzhumtsev Oleg
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|Поиск похожих тезисов конференций
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|Similar conferences abstract search
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| [BM+F]L-S-IC>D>>R--WS
| [BM+F]L-S-IC>D>>R--WS
Строка 189: Строка 189:
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|Фейзханов Рустем
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|Feyzkhanov Rustem
|Email filter generation
|Email filter generation
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Feyzkhanov2013FilterEmail/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Feyzkhanov2013FilterEmail/]
Строка 196: Строка 196:
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|Шуйский Николай
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|Shuyskiy Nikolay
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|Поиск мелодии в базе данных
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|Melody recognition
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| [B]0S-0>>>>>
| [B]0S-0>>>>>
Строка 203: Строка 203:
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|Яшков Даниил
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|Yashkov Daniil
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|Локализация лиц на фотографии
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|Face detection
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Yashkov2013FaceDetection/]
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Yashkov2013FaceDetection/]
| [M+F]L-S-IC->>>UDTP
| [M+F]L-S-IC->>>UDTP

Версия 15:10, 24 декабря 2013

Main article: Machine Learning and Data Analysis (Strijov practice, in Russian)


Проекты с готовой Web-частью располагаются по адресу http://mvr.jmlda.org

Задачи

Автор Название задачи Ссылка [BMF]LSICUDTPRWS Сумма Оценка
Bunakov Vasiliy Signature Recognition [1] [BM+F]L+SI+CU-DTPRWS 14.5
Vdovina Yevgeniya Visualization of Results of Keyword Groups Mapping [2] [BF]L-S+I+C0DT-0R-0S 9.75
Voronov Sergey Google Steet View text detection and recognition [3] [BM+F]LS-I+CU+DTP+R-W+S-- 14.25
Grinchuk Oleg Macroeconomic conditions forecasting [4] [BMF]L-SI-C-0DTPRWS 12.25
Dubovik Anna Classification and Exploring of Source Code of Python Projects. [5] [M]L0I-->>>000
Zhelavskaya Irina Automatic Filters Generator for Gmail [6] [BM+]LS->>>>>00I
Zhuykov Vladimir Signature Recognition [7] [B]L--0I-->>>>>
Ivanov Sergey Personalize Expedia Hotel Searches [8] [B]+L-SI+>>
Ivanov Aleksandr Detecting Unsolicited SMS Messages [9] [BM+]LSIC->>U>DTPR
Kasatkin Sergey Determination of the type of human activity based on the data from the accelerometer [10] [B]L-S-I-->>>000
Katrutsa Aleksandr Search engine results ranking [11] [BM+F]L+SI+CUDTPR+W+S 15.25
Kolchanov Andrey The financial bubbles definition in the stock data [12] [B]0S-I->>>
Kostin Aleksandr Classify Handwritten Digits [13] [B]L+S-IS-
Kotenko Lengold Yekaterina Satellite imagery processing for NDVI estimation [14] [BMF-]L-S-IC-UD--000W--S-- 8.5
Kudryashova Aleksandra Satellite imagery processing for NDVI estimation [15] [BMF-]L-S-IC-UD--000W--S-- 8.5
Levdik Pavel Electricity prices forecasting [BM+]L-SIC--U-D->PR-W> 9.75
Matrosov Mikhail Short-term forecasting of musical compositions [16] [BF]L-SIC--UDT>>W+S 9.5
Mityashov Andrey Unstructured social data processing in classification problem [17] [M+F]L+SI--C-UDT--P00S- 10
Neklyudov Kirill Face recognition [18] [BM+F]LS-I+CU-DTPR-WS- 13.5
Perekrestenko Dmitriy Human activity recognition [19] [BM+F]L-SI-CU-DTPRW+S 13.75
Prilepskiy Roman Text Location and recognition on Google Street View Images. [20] [B]L+00>>>000
Pushnyakov Aleksey Color image segmentation [21] [BM+F]L+S+I+C+UDT+P+R+W+S 16.25
Ryskina Mariya Topic modeling using PLSA [22] [BM+F]L-S+I+CUDT+PR+W+S 15.25
Stenin Sergey Detection of topically similar abstracts of scientific conference [23] [B]L+S+I+CUD
Urzhumtsev Oleg Similar conferences abstract search [BM+F]L-S-IC>D>>R--WS 10.25
Feyzkhanov Rustem Email filter generation [24] [BM+F-]LS-IC--U->(D-T)>>PR
Shuyskiy Nikolay Melody recognition [B]0S-0>>>>>
Yashkov Daniil Face detection [25] [M+F]L-S-IC->>>UDTP
Welcome!

Sсhedule

Date Result To discuss Code
September 18 Select a problem, an advisor. machinelearning.ru record. -
25 Collect literature, write comments. Bibliography list, mini-report. Literature
October 2 Problem statement (synthetic data). Write mathematical statement in TeX-format. ~1 page of text (problem statement) Statement
9 Create report file. Make project description. Describe architecture and main system interfaces (synthetic data). Description, IDEF0. Idef
16 Detail interfaces, write a code (first version). Code (synthetic data). Code
23 Write Unit tests with a launch module. Unit tests. Unit-test
30 Collect real data. Finish IDEF0-schema. Write loading data modules. Data, second IDEF0-schema, modules. Data
November 6 Write and launch system tests. Write a review on a project. Tests, review. Tests
13 Optimize the code. Profiler report before and after. Profiler
20 Make visualization report. Finished technical report. Report
27 Develop web interface. Code on a site. Web
December 4 Make user interface and examples. Report. Show

Work and consultations

  1. Finish each work in a week.
  2. Each work is desirable to be submitted several times before deadline.
  3. Deadline of the last version: Tuesday, 6:00am.
  4. Elapsed week time will be added to the report.
  • Each work stage + 1 point (А--, А-, А, А+, А++),
  • Undone work stage - 0.
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