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    Take the Policy Gradient Actor-Critic Solution implemented here and modify it to work with the attached CSV file. The system shall: 1) Load in the input file 2) Attempt to maximize the average ...system shall: 1) Load in the input file 2) Attempt to maximize the average reward obtained across N configurable features (in this case examining columns 5-14, and beginning with N=4) 3) Output the step take at each epoch along with the corresponding reward obtained 4) Loop until the algorithm has converged for X epochs (where X is configurable but is initialized to 12) The system shall utilize numPy, sciPy, and Tensorflow as found in the linked implementation

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    ...of your practical data science experience as well as how this was attained (e.g. through personal learning or academic research). Resume is preferred but not required. Pay level is determined on an individual basis commensurate to the skill and experience level of a successful candidate. Minimum requirements: * Experience in applied statistics. * Data analysis experience using Python (Pandas, Numpy, matplotlib etc.) or R (plotting and statistical modelling). * Experience in drawing statistically sound insight from large and complex datasets. * Experience in communicating complex statistical insight through reports and data visualisation. Additionally: * Formal training in mathematics or statistics is a plus; * Experience in machine learning is a plus; * Peer-reviewed academ...

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    Logo/busine...size) Northside Polyurethane & Timber Finishing ( in a big letter size as its the trading name) abn 63 063 568 481 Karen Powell m. 0425 225 598 5/6 Grosvenor Place Brookvale NSW 2100 @ admin@   Card 1 and 2 / reverse side to feature the following Established in 1991 timber finishing polyurethane finishing all commercial & domestic cabinetry requirements colour-matching specialist professional service Card 2 / front side to feature the following Northside Polishing Pty Ltd t/as (in a small letter size) Northside Polyurethane & Timber Finishing ( in a big letter size as its the trading name) abn 63 063 568 481 Rod Powell m. 0416 019 234 p. 612 9905 1498 5/6 Grosvenor Place Brookvale NSW 2100 rod@

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    Code a water balance model in python and package this as an open source distribution with a historical dataset. Working knowledge of standard scientific Python environment (numpy, scipy, matplotlib)

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    using Python lists and dictionaries along with related arrays in Numpy

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    Using python related array in numpy

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    Upgrade/Refresh Existing Elastic Search SVM (Support Vector Machine) App and Script This app parses phrases/sentences with the rules/templates and generate summarized results. Current App has following configuration: - Ubuntu Server 14.04.2 LTS - Python26 w/ .py Scripts - gcc, python-devel, c++, mysql or mariadb-devel - lapack and blas - libraries for scientific computing - python libraries: numpy, scikit-learn, sqlalchemy MySQL-python and scipy - Elastic Search 1.4.5 (Lucene 4.10.4) Your task is to configure a NEW SERVER ENVIRONMENT and install the code and required software and verify Application is working correctly. After initial setup/configuration, the server environment may need upgrading along with some testing of the modules to ensure ALL functions are working correct. ...

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    ...open and teamviewer installed. Ps: I attach to you a .py file and a jupyter notebook to verify if your installation is ok. the packages I need to import and run are: import cv2 #opencv import glob import os from PIL import Image, ImageOps # pillow import Augmentor import shutil import argparse import sys import time import cv2 import numpy import pickle import os from scipy import misc import datetime from import load_model import numpy as np import warnings import h5py import os import tensorflow as tf from keras import applications from keras import optimizers from import ImageDataGenerator from import Sequential from import Model from import Flatten, Dense, Input, Conv2D, MaxPooling2D, GlobalMaxPooling2D

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    Function for Calculating Z-scores for data in a Numpy Array Concept: As a preliminary step in data analysis, certain types of data are transformed to ensure “good behavior” and “compatibility with other data.” One such transformation is the Z-score. Two series that has been transformed using the Z-score are more easily compared: [login to view URL] [login to view URL] In this project, you calculate Z-scores. You will be using your knowledge of Numpy. As well, you learn about the nuances of constructing a function. Also, if you check the links above, you will learn a useful concept in statistics. Requirement: The basic requirement is that you produce a function that takes a numpy array as input and outputs an array of the same shape in whic...

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    ...data in a Numpy Array Concept: As a preliminary step in data analysis, certain types of data are transformed to ensure “good behavior” and “compatibility with other data.” One such transformation is the Z-score. Two series that has been transformed using the Z-score are more easily compared: In this project, you calculate Z-scores. You will be using your knowledge of Numpy. As well, you learn about the nuances of constructing a function. Also, if you check the links above, you will learn a useful concept in statistics. Requirement: The basic requirement is that you produce a function that takes a numpy array as

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    I have defined a new alphabetical order. Each row in the numpy array "hint" is in the correct order in my new alphabetical order. Write a function that takes "hint" as an input and then prints the whole alphabet in my new alphabetical order. hint = ​([['t', 'c', 'k', 's', 'x', 'f', 'b', 'r', 'a', 'v', 'h', 'i', 'g', 'p', 'o'], ['t', 'c', 'l', 'u', 's', 'z', 'f', 'r', 'a', 'h', 'e', 'i', 'j', 'q', 'g'], ['w', 't', 'l', 'u', &#...

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    ...preferred. We are a fully remote company so the only location requirements is to be within a few time zones of the UK. Payment will be made on an hourly basis. You will be expected to sign an NDA and a contract. Required Skills: Industrial project experience is valued over and above qualifications. Data Science experience, especially early stage research Jupyter Notebooks, Python (not R!), Numpy, Pandas, SKLearn, etc. Software Engineering experience, especially implementation projects Python, Java, Apache Flink Best practices: Git, Simplicity, Refactoring, SOLID, dependency injection, 12-factor apps, cloud-native, etc. Fluent English Questions and Instructions: In your application for this role we require you to closely follow the instructions below: Address your applicat...

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    I am Seeking a Professional Python Applications Developer with the CORE QUALIFICATIONS •Must Be Experienced with full software development life-cycle, architecting scalable platforms, object oriented programming...Application Development and Object Oriented Programming Analysis and Design (OOAD). • Experience object oriented programming (OOP) concepts using Python, C++ and java. • Experience in working with AWS(Amazon Web Services) cloud platform. • Experienced in working with various Python Integrated Development Environments like IDLE, PyCharm, Atom, Eclipse, PyDev and Sublime Text. • Experience with Requests, Numpy, Scipy, Matplotlib, and Pandas python libraries during development lifecycle. As well GUI Programming experience MUST HAVE AT LEAST 3 TO 5 ...

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    The software which needs to get written is intended to be used first as an experimental / beta version software. In a second step, the software will be implemented in another software of larger scale as one of the specifics work flows / features in this software. Therefore it needs to be written in JUPYTER. This “Mother-Software” is written in Python, using Numpy and Scipy libraries. The UI is created using Django. The Software which needs to be created consists of / features: 1) The ability to open files in ".fit" format, either from on local drive or downloaded from one or two cloud based plattform (SDK/API provided!) 2) a visualization of the opened files and the possibility to mark and export data snippets from those files 3) A UI to either open/s...

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    ...printed/created will be defined by the uploaded model used also for preview. - The preview of the file should be in live 3D allowing for rotation and zoom, and there are already some open source Javascript libraries that are available, above all three.js. - From the 3D cad file we need to extrapolate the dimensions of the object bounding box and its volume. It’s possible with open source libraries like numpy-stl written in Python, node-stl written in Javascript, php-stl written in PHP. - The system should be able to give a real time price quote, derived from the physical characteristics of the object and other variables like, for example but not limited to, delivery date and materials used. - Shopping cart management with the uploaded 3D cad file. - Management of customer d...

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    Complete grip on Python environment and libraries (scikit, nltk, pandas and numpy). Working knowledge of R & Spark is a plus. Proven experience of solving complex business problems using Machine Learning techniques like Regression, Classification, Supervized or Unsupervized Recommenders, Deep iterative learning, Neural Nets etc. Deep knowledge of Statistics and Maths and ability to dissect problems from the first principle. Exposure to fields like Linear Algebra, Bayesian Statistics, Group theory is desirable Experience of working in Distributed/Cluster computing environment is desirable Ability to work in cross functional teams Excellent data presentation and visualization skills Hands on knowledge of SQL/ Hive QL is desirable

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    I need a freelancer to write a Python (numpy, pandas) that will take in six values {xacc, yacc, zacc, xori, yori, zori} and transform the acceleration values (i.e. xacc, yacc, zacc) to the cartesian plane (i.e. adjust each according to it's matching rotation so that we get pure x,y,z components). This will likely be the first in a series of similar milestones.

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    The project can be read in task pdf and it involves working with the things i have learnt from modules_python . Task pdf is what i have to do :) comments will be needed for my understanding. Basically simple programming involving pandas and numpy library, for loops, while, ifs. the file modules_python has few pages of theory before each exercises list. PYTHON 3 needed

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    ...lidar shall gather data synchronized (not more than 1ms apart in simulation time, better zero) * Also record the absolute position of the autonomous vehicle * Drive by atleast one traffic light 6. From this ros-bag the following data for each time step * .png images of all the cameras * save the pointcloud as a binary file with the extension .bin ** using this function ** pointcloud must be in 3D (x,y,z) ** pointcloud datatype shall be float32 Deliver the following artifacts ** Position and Orientation of each camera relative to the vehicle ** Position and Orientation of the lidar sensor relative to the vehicle ** The recorded ros-bag file ** The extracted images and pointclouds for each timestep of the ros-bag

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    Responsibilities *Architect and develop systems to meet technical, scientific, and business goals *Interact with development of mobile apps, web apps, and A.I. - based analytics *Design, implement, test, and maintain REST APIs *Craft robust QA systems to ensure product and data quality and reliability *Design schema and query optimization for databas...stage startup (preferred) *Experience successfully launching consumer products (preferred) *Experience with building versioned Django Rest Framework API endpoints *Strong emphasis on modern Python and Django best practices *Experience in designing OOP application architecture *Experience with Celery and distributed task best practices (AMQP experience a plus) *Data processing experience (PANDAS, numpy, strong list comprehension skil...

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    Hi, I have an image, say 1280 x 720. I want to extract 64x64 sized samples. However, I want them extracted on an offset, so it is not a simple 1280 / 64 Basically I want to recreate the new image using the inner 50x50 pixels of the extracted 64x64 sized samples. Here is what I have tried so far, but seem to be failing: patch_size = 64 bordersize = 5 patch_stride = patch_size - (bordersize*2) new_image_width = 1280 new_image_height = 720 test = ('C:/images/') test = ((new_image_width, new_image_height), ) test = (test) test = (test, 0, 255) subimages = [] #pieces = generate_tiles(test, patch_size, patch_stride) for x in range(bordersize, new_image_width-bordersize-patch_stride): for y in range(bordersize, new_image_height-bordersize-patch_stride): if (x ...

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    ...Project consist in coding in Python using numpy and scipy the algorithm in the file. The algorithm must be able to rebuild a 3D cloud with P points from an N number of clouds of 2D P points. The evaluation will be done by giving an unknown number of clouds with unknown number of 2D points to see if it can rebuild the 3D cloud. The 2D clouds will have an error of +-2.5%, and 3D cloud must have a max error of 5%. The contractor Dadiaar will provide those clouds. The evaluation function is contained in , also provided in the zip file. That error is calculated by the ratio between points. The zip file also contains a folder named input_data, which contains some json clouds of different sizes and a to build the numpy objects The zip file also contains a folder

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    ...Project consist in coding in Python using numpy and scipy the algorithm in the file. The algorithm must be able to rebuild a 3D cloud with P points from an N number of clouds of 2D P points. The evaluation will be done by giving an unknown number of clouds with unknown number of 2D points to see if it can rebuild the 3D cloud. The 2D clouds will have an error of +-2.5%, and 3D cloud must have a max error of 5%. The contractor Dadiaar will provide those clouds. The evaluation function is contained in , also provided in the zip file. That error is calculated by the ratio between points. The zip file also contains a folder named input_data, which contains some json clouds of different sizes and a to build the numpy objects The zip file also contains a folder

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    Code the provided algebra algorithm in Python using numpy and scipy to reconstruct a 3D cloud from 2D clouds. The provided file contains all required details. Please study the documents carefully.

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    We developped a python recommandation engine using scikit learn, panda, numpy. An API was also created to make recommandation for our woocommerce website. We need a developper who will take over the previous one who is no longer available. He can surely give a brief to the future dev. This can become an ongoing project :-) We need : - Someone having good knowledge of recommandation engines using panda and numpy - Some SQL knowledge - Some knowledge of WP can be a +

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    Hello Taras S. I have a python project I would like to pursue. It is a recommandation engine using PYTHON, Numpy, Scikit Learn, Panda. We created an API with a previous dev for our WP website, but the previous dev cannot work on this project anymore because of other commitments. However, he can be available to discuss the details and pass it on to another dev like you :-). I am offering the project so that we can discuss it more in detail in chat (the pricing is of course not the correct one :-)).

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    1) Creation of appropriate values ​​in the python to be read from the file chart with waveforms. (I have code in Python to display graphs and even it reads the initial values) Here, numpy and the application need it will use PyQt version 4 2) Adding the randomness of the chart (reading from the file only the basic thing adding data randomization -> simulation of the engine operation 3) Adding noise to the chart -> noise are random frequencies, which may mean a failure or some deflection in action (for example, let's give an engine) 4) It's nice if it was possible to connect some simple learning, that is how we will add noise, our program will ask if the noise is ok, how will we give it this way eg library for learning TenserFlow will learn that such noise is okay, an...

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    Hi Valentin, I create this offer so we can chat about a project I have. The goal is to implement an math algorithm (linear algebra) into python in an optimized way using numpy, scipy, etc. Take care

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    Dear Alka, good evening. I create this offer so we can chat about a project I have. The goal is to implement a mathematical algorithm with Python (numpy, scipy, etc). Linear algebra

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    Hi Miguel Angel, I just make this offer so we can talk about a project I have. The goal is to implement a math algorithm in Python, using numpy, scipy and so on.

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    Hi Adeyemi A., I created this offer so we can chat about one project. I have a math algorithm I need to implement in python in an efficient way with numpy, scipy, etc

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    I want someone who can teach me DataScience - numpy , pandas, neural network, machine learning, deep learning- steady - 1 months maybe. I have exp. in Java and Python already Budget Rs 4000

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    I need you to develop some software for me. I would like this software to be developed for Windows using Python. create apps using opencv, tkinter, numpy, pandas amd django

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    code for the Welsh-Powell and DSTAUR graph coloring algorithm in Matlab

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    I am a beginner in Python and R programming. I want a simple project that can be of anything which should include of Numpy and Pandas of Python with SQL and which can be visualized in R.

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    Python image processing application needs to utilise GPU to improve processing speed. We need to apply CUDA on ARM64 using Jetson TX1/TX2 to speed up Python Numpy processing. We would also like same code to utilise OpenCL for Intel GPU's Please provide quotes Current implementation is less than 500 lines of python with few numpy operations on camera images, e.g. stacked images in numpy matrix and calculate median per pixel across time sequence of images. Target is ARM64 with NVidia Maxwell GPU on Jetson TX1/TX2. We are using Numpy and OpenCV and Python 3.6.x All working on CPU, needs rewrite for GPU.

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    Hi, I am getting the following error when running any matplotlib plot. i am using Python 2.7. The error is: AttributeError: 'figure()' is not a Qt property or a signal This error is probably similar to these issues discussed here: Probably fixed in this commit but doesnt work f...a signal This error is probably similar to these issues discussed here: Probably fixed in this commit but doesnt work for me Basically makes some changes to in matplotlib I am using the following version: Matplotlib: 2.0.0 Numpy - 1.13.3-1

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    Hey! I'm developer who is not sure about programming specification. My favourite language is python so for web I'm using django and other stuff which u can see in my profile. But also I'm very interested in data science, I know numpy, pandas, matplotlib, keras and tensorflow. I have problems with taking orders, no experience talking with clients. I need sensei!

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    I need someone to apply "resampling" on my ML model. I have an imbalanced dataset issue, and I think resample is a great solution. I am working on a time series forecasting, particularly intraday stock predictions. I train the model each day between 9:30 AM and 4:00 PM. The strategy is instead of working with a 1-second timestamp, we can change it to 2-seconds timestamp. The...imbalanced dataset issue, and I think resample is a great solution. I am working on a time series forecasting, particularly intraday stock predictions. I train the model each day between 9:30 AM and 4:00 PM. The strategy is instead of working with a 1-second timestamp, we can change it to 2-seconds timestamp. The thing is I am working with a time series database, so we will need to resample with numpy...

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    I have three small projects on python needed to be done in 2 days . Most of which require basic data analysis skills like python numpy, pandas, matplotlib and descriptive statistics and basic machine learning algorithms for A/B testing

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    I want to be data scientist , I need to be match below requirements Hands-on experience with Python (numpy, pandas, scikit learn, scipy), R, or Weka. Experience with Big Data technologies including Spark MLlib and Structured Query Language (SQL) is a plus. Experience of working with time series data is desired. •Solid knowledge of machine learning and statistic techniques including regression, clustering, supervised machine learning, group comparison, trend analysis

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    ...of clarity in terms of which direction is best for them. While many (most!) of our clients ultimately don't move into business ownership, the vast majority find great value in the safe space (to explore, ask questions, research, etc.) that our coaches create. Looking for a videographer with experience, but we're not looking for a Hollywood blockbuster here. Our founder and visionary, Terry Powell, does a great job when interacting with trainees at classes we hold in Southbury - but there are times he's not available for a given class, and we want to capture his magic / essence to be able to show the videos when and where they make sense. Also, we've signed up with a learning management platform, and will be building courses / modules, so the deliverable ...

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    From time to time our small company is in situations where we need to treat large sets of data. None of us are experts in python programming and therefore we are looking to outsource this task. We are looking for a python expert that has experience with pandas and NumPy arrays. Experience with machine learning, data visualization and statistic will be considered as an advantage. Your job will be to develop small python scripts that follow our requirements and specifications. We will use the python script to perform the data treatment. Since we are during the data treatment the script must be commented in a way, that makes it possible for us to use it with our limited knowledge of python. Hopefully, we will be able to provide 3-4 small project each month. Looking forward to hearin...

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    I need a logo designed. My name is Jaqera Powell i am starting this business called JazzedByJ.

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    i need someone to install Python 2.7 and the latest on my two computer. I also new few libraries/module to be installed on them import MySQLdb from bs4 import Be...also new few libraries/module to be installed on them import MySQLdb from bs4 import BeautifulSoup import re import import urllib2 import time import urllib import numpy as np import Image import os, sys, fnmatch from PIL import Image import ImageChops import math, operator import sys import shutil import glob from pandas import DataFrame import PyPDF2 from import join import requests import os, sys import textract import xlrd from import word_tokenize from import stopwords from PyPDF2 import PdfFileMerger import os import csv import random import itertools Pandas, NumPy, and IPython

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    Your task is to run some backtests using an existing Python based trading strategy (the strategy will needs adjustment on several levels): The Strategy is run in Python and makes use of common modules: Numpy SkLearn incl. SVM/SVC Pandas etc. Your task is to extend the trading strategy as per the instruction that I will provide in chat and measure the following: - accuracy of prediction (long/short guessed correctly) - total profitability - drawdown (maximum diversion from profit peak) - consecutive loss days/ consecutive win days - Sharpe Ratio Strategy has hyper parameters to set. I need guidance/input on how to set and how to test different versions.

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    I need someone who can source profiles for Python Resources. JD: 1. Total 3-5 years of Programming experience 2. 2-3 years in Python 3. Experience with Pandas a must 4. Background in numPy required 5. Programming data related tasks in Python (large datasets manipulation preferable)

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    Your task is to run some backtests using an existing Python based trading strategy (the strategy will needs adjustment on several levels): The Strategy is run in Python and makes use of common modules: Numpy SkLearn incl. SVM/SVC Pandas etc. Your task is to extend the trading strategy as per the instruction that I will provide in chat and measure the following: - accuracy of prediction (long/short guessed correctly) - total profitability - drawdown (maximum diversion from profit peak) - consecutive loss days/ consecutive win days - Sharpe Ratio Strategy has hyper parameters to set. I need guidance/input on how to set and how to test different versions.

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    Hi, We hired you a few months ago to do some web templates for us and were happy with the work. I'd be looking at getting you to quote on a 3-page website for us converting PSD into Bootstrap HTML. The PSDs are at If you could take a look at the 3 pages and quote on the cost to convert to Boots...page has a "Risk Profile" image (a circle with some colour in it). We've provided 4x EPS files for this. We'll need these as PNG for each of the 4 images even though only 1 is visible. - The header should have the current page highlighted in green (in the PSD files only Home is always selected) I hope that makes sense. If you can provide a quote we can go from there. Thanks and regards, Guy Powell Logical Trading Systems

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    Trophy icon Write a tag line/slogan Ended

    ...need: I need a name for this trip. It should be 2 words and sound epic. Best name wins. Every year, I get together with friends to do a big adventure trip. We create a logo and a name for the trip and make videos of our adventure. We call them Adventure Weeks, and you can see our videos, logos and trip names in the link below: This year, we are going to Lake Powell, AZ, USA, renting house boats and we will be cliff jumping, wake boarding, etc. Very similar to this video: This is what I need: I need a name for this trip. It should be 2 words and sound epic. Best name wins. Don't submit a name if you haven't gone to and seen what we have done in the past. I need something

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