### TASK
- Implement a neural network in a low-level programming language (C/C++/Java/Rust) without the use of advanced libraries or frameworks.
- Train it on the supplied Fashion-MNIST dataset using a backpropagation algorithm.
### REQUIREMENTS
- Your solution must follow the project template and must be runnable on the Aisa server.
- Your solution must achieve at least 88% accuracy on the test set.
- Your solution must finish within 30 minutes. (parse inputs, train, evaluate, export results.)
- Your solution must contain a runnable script called `run.sh` (not `run`, not `RUN.sh`, not `run.exe` etc.) which compiles and executes your code (and exports the results).
- Your solution must output two files to the root project directory:
(next to `example_test_predictions.csv` file):
- `train_predictions.csv` - your network predictions for the train set.
- `test_predictions.csv` - your network predictions for the test set.
- The format of these files has to be the same as the supplied training/testing labels:
- One prediction per line.
- Prediction for i-th input vector (ordered by the input .csv file) must be on i-th line in the associated output file.
- Each prediction is a single integer 0 - 9.
- Replace the first line of this file with UČOs and names (UČO - код студента с 6 цифер)
По цене рассмотрю Ваше предложения.
Applications 2
-
C++ и Java это совсем не низукоуровневый язык. Вот С если не C77 еще соотвествует. То есть если вы потом для скорости его собираетесь сунуть в ядро оса, то про C++ лучше забыть, а Java вообще никаким боком не подходит
-
Current freelance projects in the category C & C++
Residential Proxy Infrastructure EngineerWe're building a residential proxy network from scratch — fully owned, no third-party suppliers. We need one exceptional network engineer to build the entire technical foundation. What you'll build: - Android background SDK that routes proxy traffic through user devices… C & C++, DevOps ∙ 3 days 13 hours back ∙ 13 proposals |
Improvement in the existing version of 1C retail block for the distribution center (DC)In general, I will explain what kind of database we have - There is a main server where there is a retail database (where all receipts are recorded) - a UTP database - where all sales are transferred - it calculates the markup and stock balances - small databases of retail… C & C++, C# ∙ 4 days 4 hours back ∙ 6 proposals |
About the Master Program "KONSTRUCTOR"
4182 USD
We are looking for a very experienced C++ developer to modernize existing software (master program). The program is responsible for creating derivative software representing audio-visual sessions of psychological correction. The current version is written in pure WinAPI (Visual… C & C++, Desktop Apps ∙ 9 days 7 hours back ∙ 19 proposals |
Writing code for ArduinoIt is necessary to develop software for a weight dispenser based on Arduino Uno. Components: Arduino Uno R3 HX711 + load cell LCD1602 I2C display MAX7219 LED matrix 8x32 5 control buttons 4-channel relay 2 signal lamps Coarse dosing vibrator Precise dosing vibrator Operation… C & C++, Embedded Systems & Microcontrollers ∙ 10 days 15 hours back ∙ 15 proposals |
It is necessary to complete the project or provide consultation.
23 USD
|
Brno