Python developer to assist in building AI tool

Job Description:



I want to create my own AI tool and am looking for a developer who is an expert in:

Python, Numpy, Pandas and Tensorflow or other equally good for the project.

Are you capable of this and do you have knowledge of AI coding and technology, then please send me a quote of what this will cost.

This is for trading/stock/crypto prices , so it has to be able to use machine learning ie. Random Forest, Gradient Boosting, Support Vector Machines, LSTM, XGBoost, LightGBM, DBN, SGD, and especially RNN (neural networks) etc.

We will use the API from Alpaca. Need to make the trading bot created and fun from a server with a cron job. More details on this later.

The code below should not be foreign to you and you should be able to work with it:

import numpy as np

import pandas as pd

from [login to view URL] import MinMaxScaler

from [login to view URL] import Sequential

from [login to view URL] import Dense

# Load the stock data into a pandas dataframe

df = pd.read_csv('[login to view URL]') //or crypto data

# Scale the data using MinMaxScaler

scaler = MinMaxScaler()

df = scaler.fit_transform(df)

# Split the data into training and testing sets

train_data = df[:int([login to view URL][0] * 0.8), :]

test_data = df[int([login to view URL][0] * 0.8):, :]

# Create the input and output arrays for the training data

X_train = train_data[:, 1:]

y_train = train_data[:, 0]

# Create the input and output arrays for the testing data

X_test = test_data[:, 1:]

y_test = test_data[:, 0]

# Define the model

model = Sequential()

[login to view URL](Dense(12, input_dim=[login to view URL][1], activation='relu'))

[login to view URL](Dense(1, activation='linear'))

# Compile the model

[login to view URL](loss='mean_squared_error', optimizer='adam')

# Train the model

[login to view URL](X_train, y_train, epochs=100, batch_size=32)

# Evaluate the model on the test data

test_error = [login to view URL](X_test, y_test, verbose=0)

print('Test MSE:', test_error)

# Use the model to make predictions on new data

predictions = [login to view URL](X_test)

Навыки: Python, Machine Learning (ML), Архитектура ПО, CUDA, AI (Artificial Intelligence) HW/SW

О клиенте:
( 108 отзыв(-а, -ов) ) Dubai, United Arab Emirates

ID проекта: #35922978

37 фрилансеров(-а) готовы выполнить эту работу в среднем за $606


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