Technical AssignmentThere is a file with a sequence consisting only of 0 and 1.It is necessary to analyze this sequence and try to find any patterns that will allow predicting the next symbol better than random guessing.At the same time, the task is not to learn to predict each subsequent symbol. If it turns out that this is impossible, it is sufficient to find such repeating patterns or states of the sequence after which the probability of the next symbol is significantly higher than 50%.For example, if after a certain combination of symbols the next symbol is equal to 1 in 70–80% of cases, then such a pattern is already of interest, even if it occurs not very often.The main task is to find any patterns that can be used to achieve a positive mathematical expectation.The evaluation rules are very simple:correct prediction — +1 point;incorrect prediction — −1 point.The ultimate goal is to build a model or find a rule that will have a positive mathematical expectation over the long term, meaning the sum of correct predictions should exceed the sum of incorrect ones.The performer independently chooses the research methods. These can be statistical methods, searching for repeating patterns, machine learning, neural networks, or any other approaches. It is not necessary to limit oneself to standard methods — any ideas that can help discover patterns are welcome.As a result of the work, it is necessary to provide:a description of the found patterns (if any);a description of the methods used;results of testing the model or found patterns;prediction accuracy;final result according to the evaluation system (+1 for correct prediction, -1 for incorrect);source code of the research.
Proposals are currently absent
Proposals are currently absent
Current freelance projects in the category Python
1. A bot that attaches a text notification to the discussion of the channel in Telegram, sent from the CRM Planfix. 2. A bot that can publish stories, and then the same reel, on TikTok, Instagram, Facebook, and YouTube. We add the edited video, attach the link from CRM Planfix, where the description is. The bot collects and publishes across all social networks. 3. A bot that publishes posts: photo + description in Instagram and Facebook from CRM Planfix + Google Drive. 4. Create a bot in Telegram that shows at the bottom of the channel/group how many total announcements are in the Kiwi and Umakler group/channel.
Creating a website layout using AI tools for a recording studio, with my further filling and editing
It is necessary to connect the application form on the landing page to keycrm. I will provide all necessary access. Please write how much time and cost this task will take.
A program needs to be developed for Windows that allows connecting a jailbroken iPhone via USB cable and controlling it from a computer. Main functionality: Connecting the iPhone via USB. The program should quickly recognize the connected iPhone and operate through the cable to minimize delays and lags. Screen mirroring of the iPhone to the computer. (The phone's screen should be displayed on the computer in real-time) Controlling the phone using the mouse. The user should be able to click, swipe, scroll, and control the iPhone screen using the mouse from the computer. Text input from the computer. There should be a shared clipboard between the computer and the iPhone. File transfer from the computer to the iPhone. A function for uploading files from the computer to the phone's memory or to specific folders/apps needs to be added. Stable operation. The program should run smoothly, without significant delays, freezes, or connection drops. Compatibility: support for jailbroken iPhone, rootless jailbreak, iOS 16.7.12, connection via USB.