Tf.keras lstm example işler
Kaggle dan sınıflandırma üzerine bir dataset seçilecek. 1. Size tahsis edilmiş veri setini, tanımlanmış sınıflandırma problemini çözmek için Training, Validation ve Test olmak üzere üçe ayırın. 2. İlk olarak “common sense baseline” denilen ve tasarladığınız modelin yenmesi gereken ve basit bir mantıkla üretilen minimum başarı oranını belirleyin ve açıklayın. 3. Keras ortamında kendinize ait bir Convolutional Neural Network (CNN) modeli tasarlayın. 4. komutuyla modelinizdeki katmanların çıktısını görüntüleyin. 5. Modeli eğitin ve eğitim sırasında Training Loss ve Validation Loss grafiğini ve Training Accuracy ve Validation Accuracy grafiğini çizdirin. Bu grafikten overfitting durumun...
- python dili ile deep learning uygulaması yapılacak. tensorflow ve keras kütüphaneleri kullanılacak. -elimde bazı görüntüler var. bu görüntülerde toplam 5-6 sınıfa ait nesneler var. -resim üzerindeki nesneler sınıflandırılacak.
tek bir örnek anylogic programinda yapilip raporlanicak. 2 sayfa rapor yeterli. Programa az biraz hakim olan birine, benim örnegim oldukca kolay gelicektir
This project focuses on creating a Python-based machine learning model with the purpose of analyzing historical stock price data and intraday data to predicting future values. The overall goal is to be able to evaluate investment opportunities better. Ideal Skills & Experience: - Familiarity with Python is a must, as this will be the primary language used - Proficiency in regression models, LSTM , as the chosen Machine Learning model - Experience working with stock price data analysis and forecasting - A proven record in Machine Learning project Project Requirements: - Develop a python software that can ingest and analyze historical stock price data - Apply regression models to draw predictive insights about future stock prices - Prioritize accuracy in the predictive model - ...
I am seeking a developer with intermediate level experience IOS Swift. The main task will be to help me get the example working from the documentation at This is my first time working with IOS and the docs leave out some of the implementation. For example: ``` var totalUsageByCategory: [ActivityCategory:TimeInterval] totalUsageByCategory = (…) ```
...predictive power. Please provide details of your prior experience in similar projects, and any relevant qualifications you hold. The original model is associated with the research paper with the link The original code is attached below, which is as per the research paper above. It consists a model with CNN, Attention and LSTM and now I've to improve the accuracy of this model. For this I need to change the model with adding "Deforming CNN" which is given in the research paper named "Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors", which I am attaching below. So add the improvements of The second paper into the original code. The model is to be then trained with Uni
I’m seeking a proficient developer with experience in open source model registration on Azure ML. The task involves using a multimodel RAG to provide API's, designing verification and validation for the model, as well as working with the front and backend development team. Key Requirements are: - Expertise in Azure ML and open source frameworks. While TensorFlow, PyTorch, and Keras are all options, preference will be given to freelancers who are versatile and can recommend the best approach based on their experience. - Past work. Please provide examples of previous projects involving Azure ML and API implementation, especially those which required collaboration with a larger development team. - Collaboration capabilities. Direct collaboration with the front and ba...
I need an experienced freelancer to replicate the design, layout & structure from an existing website to serve as a starting point for our own site. Key tasks involve: - Implementing the structure or an an existing example website on Wordpress. This includes the pages, placeholders for posts, menu structure, etc. - Utilizing Spectra blocks/Kadence theme, contact form 7 Ideal candidate should have strong skills in Wordpress and Spectra/Kadence theme implementation. Please include examples of past work in your application. You will be working from a clean Wordpress install.
Looking for someone with AI experience to partner with. I have access to historical tick data (1 second) for major forex and crypto pairs for several years. Also real time feed. I have ideas for preparing the data and can help with this part. Your part will be to create train and validate the model. If it looks good, we'll proceed to integrating with a live brokerage like Interactive Brokers.
... we used our specialist tracking software to monitor our progression. Sounds easy, but it’s actually really complicated process that takes us a week or even more. Filtering the best backlinks from our resources After in-depth analysis, we continue with using a huge list of prospect websites to place the backlinks on. Our resources could contain up to 5 000 websites – we sort them by DA, PA, CF TF, niche relevancy, traffic per month, and even web-design parameters. That’s why we spend weeks manually choosing sites to place the backlinks on. Link Building Implementation DA 40+ 400 Backlinks/month Very high quality backlinks Contextual backlinks No spam, No PBN Time of link building: 6 months at the first stage and 24 months extension The Results: The Website ...
Today I have finished system which is based on Artificial intelligence. In this system AI will detect trades on all TF and risk small to earn big money. Hope I will find a coder who knows AI coding. Because this system use Math model and AI and 1 filter. No INDICATOR needed for this system. Manual backtest show high profits. If use all math Logics than risk is only 0.10% on each trade and reward more than 10% a day. I can pay for coding as well I can give profits every month from my profits. I want coder to sign and attest agreement to join the team. My T @Jordan310 We're looking for an expert in AI and financial mathematics to develop a proprietary trading bot for Meta Trader 5. The bot will not require any indicators or patterns, instead relying solely on AI an...
I'm looking to develop a real-time Arabic Sign Lan...educational resource, specifically to cater to the needs of the general public. - **Deployment Platform:** The final model will not be deployed on any specific platform but will be available for training and inference in a .ipynb notebook. Ideal Freelancer: - Proficient in Python and MediaPipe for real-time hand tracking - Experience in developing machine learning models, especially in TensorFlow/Keras for the .ipynb and .h5 formats. - Familiarity with sign language, particularly Arabic sign language, would be advantageous. - A background in educational technology or experience in creating educational resources is a plus. Please make sure to include any related experience, projects, or research that you think would be relev...
...an specific custom ai tool for single user/propt private usage,give turbo organic internet traffic on my same as AdWords work .before post this project.I already serach about 'build ai custom model 'and I found many platform allow to build dataset/host/run custom model free of cost ,like tensorflow/pytorch/colab/teachable machine /diagflow/streamlit/kaggle/clarifai/python anywhere/keras etc,I can't build because i haven't knowledge of programming,don't make me I have analytic account and several AI tool available for found where traffic come on organic internet traffic generator ai tool.i like appreciate if anyone responded is fixed because no need to buy any types of online is available free of cost .the feature of my private ai
...enhance efficiency, and provide a competitive edge to our clients. Data Analysis and Visualization: Harness the power of Python libraries such as Pandas, NumPy, and Matplotlib to perform in-depth data analysis, extract actionable insights, and visualize complex data sets effectively. Machine Learning Solutions: Develop machine learning models and algorithms using Python frameworks like TensorFlow, Keras, and Scikit-learn to enable predictive analytics, pattern recognition, and automated decision-making. Web Development: Create dynamic and responsive web applications using Python-based frameworks such as Django and Flask, ensuring scalability, security, and a seamless user experience. Integration and Automation: Integrate disparate systems, automate repetitive tasks, and streamlin...
1,000 backlinks (per month), DA 30+ DR 45+ and TF 30+ (within 2 month) ; 70 keywords per month, and on-page, off-page works, and no 1 ranikng on search results!
In this project, we're aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences contained within a video transcription CSV data file. Following features are required: - TF-IDF, LSA, LDA, Word2Vec, and SentenceTransformer for text vectorization. - Utilise various models to evaluate the performance using an ROC curve. - The differentiation of the content type should be indicated in the 'label' column. The value can be 'question' for sentences that are actually questions, and 'sentence' for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Pr...
...existing CNN-based breast cancer detection code to include the VGG16 model. This will involve: - Complete refactoring of the code. - Implementation in Python using both TensorFlow and Keras. - Creating detailed comments to provide robust explanation and understanding of the code. Max Budget--> 2500 Min Requirement --> An equivalent implementation using any of VGG16 or VGG19. Link of the Project : The ideal candidate for this job would possess extensive experience in Neural Networks especially in VGG models, Python, TensorFlow, and Keras. Understanding of breast cancer detection methods would also be beneficial. I'm seeking a professional who can provide quality assurance, and ensure the refurbished code remains
...seeking an individual or company skilled in neural networks and Keras to develop a predictive model. This model will forecast the occurrence of a phenomenon based on historical data. Requirements: Data Acquisition: Historical data required for training the model will be fetched via an API from our comprehensive database, which is updated multiple times weekly. Data Processing: All retrieved data will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification model to d...
I'm in need of a proficient SEO professional to boost key website metrics including the Domain Authority (DA 50+), Domain Rating (DR 70+), URL Rating (UR 80+), and Trust Flow (TF 30+). The successful freelancer will employ various white-hat SEO techniques and strategies to achieve measurable improvements in these key metrics. SITE URL: - The primary focus will be on enhancing our Domain Authority, Domain Rating, and URL Rating. - Our current SEO strategy has primarily centered on backlink building. We are now seeking a fresh perspective and additional strategies. - Our website targets a broad audience of general consumers. Ideal Experience: - Demonstrable experience in significantly improving Domain Authority, Domain Rating, and URL Rating. - Expertise in various
I need a Python-based machine learning program that can predict stock prices based solely on historical stock prices. Key Features: - Utilizes Historical Stock Prices: The program should be trained on historical stock price data. - Use these models: CNN-LSTM, ARIMA-LSTM, RNN, random forest models, and plot a single graph and predict for next 'n' days. - Educational Purpose: I'll be using this program for educational purposes, so it should be designed for easy understanding and manipulation. - Interactive: It should have interactive charts and graphs to better visualize the data. I also need the program to allow me to input different data sets, so that I can test its accuracy and learn more about its workings. Ideal Skills: - Strong understanding of machine ...
...document-frequency (df) Create a function my_df(coll) to calculate document-frequency for a given Rcv1Doc collection. Return a dictionary of terms with their document frequencies. Task 2.2: Calculate TF*IDF values Define a function my_tfidf(doc, df, ndocs) to calculate TF*IDF values for terms in a document. Use the TF*IDF formula with term frequency, document frequency, and total number of documents. Task 2.3: Implement a TF*IDF based IR model Create a main function to call my_tfidf() for each document and print the top 20 terms with TF*IDF weights. Use original queries as titles to calculate ranking scores using TF*IDF. Task 3.1: Calculate average document length Implement a function avg_length(coll) to calculate the average document len...
...will be given preference. Accuracy and efficiency of the created model are paramount. The project involves the development of a deep learning model for medical image classification, particularly focusing on chest X-ray images. The model architecture is largely in place, but there are a few key tasks that require attention: Replace Deprecated TensorFlow and Keras Methods: The project currently uses deprecated methods of TensorFlow and Keras, which need to be updated to ensure compatibility with the latest versions. This is crucial for maintaining the long-term reliability and efficiency of the model. Integration of Grad-CAM Outputs: I'm looking for effective implementation of Grad-CAM (Gradient-weighted Class Activation Mapping) to visualize the model's predict...
I'm seeking a proficient developer conversant with advanced neural networks, with an emphasis on reinforcement learning through OpenAI. Ideally, you have: - Strong skills in Python, we will be using this as our primary programming language. - In-depth hands-on familiarity with TensorFlow, PyTorch, and Keras frameworks. - Extensive experience in developing reinforcement learning applications. - The ability to capitalize on past experiences to bring creative solutions to complex problems, while always keeping an eye on performance and efficiency. Your task will be to pioneer the development of high caliber machine learning models. I expect you to bring creativity and novelty to your work, to push boundaries and question the status quo. Apply now if this resonates with you!
...garantizar la fiabilidad y la escalabilidad de la aplicación. 6. Tecnologías de pruebas: - Selenium, JUnit, y Postman para garantizar la calidad y la fiabilidad del sistema. 7. Tecnologías de colaboración y gestión de proyectos: - GitHub, Trello, y Asana para garantizar la eficiencia y la colaboración en el desarrollo del proyecto. 8. Tecnologías de análisis de datos: - TensorFlow, Keras, y Scikit-learn para mejorar la eficiencia y la productividad del sistema. 9. Tecnologías de navegación: - React Router, Vue Router, y Angular Router para mejorar la experiencia del usuario en la aplicación web. Consideraciones de Seguridad: - Implementar autenticación segura y manejo de sesiones....
In this project, I'll require a skilled coder to train a BERT model for categorizing questions into Bloom's Taxonomy on custom datasets I have. Also need to compare results by training same model using LSTM with Wiki Word Embeddings. These categories aren't traditional ones, instead, they are based on Bloom's Taxonomy. More specifically, the machine learning model should be able to sort topics into the following categories: - Remembering - Understanding - Application - Analysis - Evaluation - Creation The ideal candidate for this project has significant experience with BERT and text classification tasks, and an understanding of Bloom's Taxonomy. Having a background in education and pedagogy would be a plus, but is not necessary. Nonetheless, it's esse...
I'm looking to solve a classification problem with my tabular data using Python. Skills and Experience Needed: - Capability in Python programming is crucial, familiarity with libraries such as pandas, sklearn, and keras is necessary - You should be proficient in machine learning algorithms, specifically focusing on data classification - Experience in handling and manipulating tabular data for machine learning applications - Understanding of data cleaning, preprocessing and feature engineering Project Requirements: - Development of a Python-based data classification model - Utilizing machine learning techniques to process tabular data - Rigorous testing of the model's accuracy and improving it if required - Documenting the steps and coding process for future reference ...
I need a basic bollinger band based strategy but since I can't check all charts during intraday, it needs to scan 50 to 100 stocks and show only those which satisfy the condition of our strategy. Check attachment for some understanding. The strategy is on a 5 minutes time frame (TF) but for confirmation, we also check higher TF. If both are satisfied, then signal must be generated in lower TF with target and SL. Ideal Skills: - Proficiency in Pine Script - Experience with TradingView and Bollinger Bands - Stock market understanding
It will scrape the sites I want.
More details: What is the purpose of the structures you want to build? Residential buildings How many different design variations do you want for the structures? One design What specific features are you looking for in your residential building's design? Glulam arches and connected roof
As the head of this exciting project, I’m searc...and interactive mobile application that uses CNN, MobileNet, and VGG architectures for melanoma detection. Key Deliverables: • Design and implementation of a robust and efficient deep learning model, capable of increasing the accuracy of melanoma detection. • The model should be built on platforms like Keras, PyTorch, and TensorFlow. Skills and Experience: • Extensive experience with deep learning and neural networks, particularly with CNN, MobileNet, and VGG. • Proficient in using Keras, TensorFlow, and PyTorch. • Proven track record in mobile application development, preferably experienced with creating interactive interfaces for complex applications. If this project sounds right up you...
I'm in need of an experienced Python developer to build an ultra-fast Convolutional Neural Network (CNN) model for a tabular dataset. The primary purpose of this model will be cla...- binary - 8 classes - 48 classes Key deliverables: - A highly efficient and fast CNN model - Clear documentation of the code and steps involved in the development process. - The dataset classification needs alot of balancing Preferred Experience and Skills: - Strong expertise in Python programming - Proven experience in CNN model development for data classification - Familiarity with Keras, TensorFlow, or PyTorch is a plus, although it's not mandatory since I haven't specified any particular library or framework. Ultimately, I require an expert who can build this model with sup...
My project focuses on refining the existing model used for oil flow forecasting in pipelines. While the current model employs a weighted average technique, there's a need to reduce the forecasting error. Therefore, I'm looking for someone with: - In-depth knowledge and experience with forecasting models such as ARIMA, SARIMA, Prophet, and LSTM. - Track record of successful performance enhancement in forecasting models. Your main task will be to - Review and understand the existing baseline model. - Identify shortcomings and avenues for improvement. - Develop and implement solutions aimed at specific goal of reducing the forecasting error. Ample experience and a strong understanding of forecasting models are essential, as the project calls for the ability to critically...
Please check project proposal and accept it
More details: Which industry or field is your project related to? Computer Science and Engineering What is the main objective of your deep learning project? 1. To implement A3C algorithm with LSTM for autoscaling in Mobile Edge Computing. 2. To implement PPO for autoscaling in Mobile Edge Computing. What programming languages are you comfortable working with? Python
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I require a Machine Learning expert who can proficiently work on A3C with LSTM and PPO using a Transformer or LSTM in Java (DeepLearning4j). The goal of the project is not specific, but involves skillful use of these ML algorithms. The freelancer can choose the path they find best, based on their expertise in either classification, regression or clustering. Ideal skills for this project would include: - High proficiency in Java - Firm understanding of machine learning, specifically with A3C, LSTM, and PPO - Experience with Transformer/LSTM - Problem-solving skills When bidding please include: - Relevant Experience - Past work in this area - A detailed proposal on how you would operate in this project I look forward to working together on this rich AI en...
...ramah lingkungan. *Investor:* Itu terdengar luar biasa! Berapa lama waktu yang dibutuhkan untuk mengembangkan teknologi ini? *Pimpinan Proyek:* Kami memperkirakan proyek ini akan memakan waktu beberapa tahun untuk pengembangan awal, namun dengan dukungan penuh, kita bisa menjadi pionir dalam revolusi energi laut. *(Adegan berpindah ke situs pengembangan, di mana para insinyur dan teknisi bekerja keras membangun instalasi pertama mereka di lepas pantai.)* *Insinyur:* Kita hampir selesai dengan pembangunan instalasi pertama. Begitu sistem ini beroperasi, kita akan mulai mengumpulkan data untuk menyesuaikan teknologi agar lebih efisien. *(Adegan akhir menampilkan kapal penelitian yang berlayar kembali di atas matahari terbenam yang indah, sementara layar hitam muncul dengan kat...
I am seeking an experienced individual who can assist me in creating a Deep Learning Model. Requirements: -Proficiency in various deep learning frameworks such as TensorFlow, PyTorch, or Keras. -Knowledge of image recognition, natural language processing, and time series forecasting in deep learning. -Successful freelancers should include past work experiences, detailed project proposals, and any relevant experience in their applications. Please frame your application with encountered challenges and the solutions provided in past projects. Demonstrating problem-solving capability is crucial. Expertise in the above-mentioned deep learning framework is preferred but not mandatory as the specific framework to be utilized hasn't been decided yet. This project will involve pro...
I am seeking a skilled graphic designer to revise the typography in my current logo. The specifics are as follows: - Typography Adjustment: This is the main requirement of this project. You should have extensive knowledge and experience in typographical design. It's not required, but if you have any style recommendations, such as serif, sans serif, or script, they would be appreciated. Importantly, this task is time-sensitive and I am looking to have the project completed as soon as possible. Expertise in rapid and efficient work will be an added advantage. Please ensure your bid reflects this urgency.
I am looking for a skilled Python programmer with advanced proficiency to implement a python script that trains a trading bot. The bot will leverage Proximal Policy Optimization (PPO) and Long Short Term Memory (LSTM) which is detailed described in the paper: In particular, I'd like to: - Develop a bot that given the input signals/window gives either a sell/hold/buy signals - Use the methods/parameters/data mentioned in the paper - The model should be trained and evaluated in the way the paper describes. - The evaluation data should be visualized with the signals (buy and hold) The stock OHLCV data for the task will be provided. Applicants should: - Have an advanced level of proficiency in Python programming. - Have
The models are in TF lite and i have the frontend ready. from flutter the inputs are text so you need to integrate by converting text to the binary for tflite models to work. The work is bery urgent.
Hi there. I need a working example of Square's latest Web Payments form based on their PHP SDK. It came out over a year ago and they gave all these how to convert tutorials, but it's a super confusing migration. I just need a working example where I can paste my API Application ID and Application Secret in and process a real credit card. Simple. I just want an example that I can get working for processing credit cards. And tell me exactly which things to paste over with my own info. Thanks!
14 app folder ✔ What is your project named? … profi_file_upload ✔ Would you like to use TypeScript? … No / Yes ✔ Would you like to use ESLint? … No / Yes ✔ Would you like to use Tailwind CSS? … No / Yes ✔ Would you like to use `src/` directory? … No / Yes ✔ Would you like to use App Router? (recommended) … No / Yes ✔ Would you like to customize the default import alias (@/*)? … No / Yes It's a very simple task; in the already created and empty project, only components for uploading photos need to be made. In the project, a backend endpoint is already made that accepts multipart/form-data. The assignment already includes a repository with the application, so it's really not about creating the whole application; I only need the...
In this important research project, I am seeking a seasoned researcher with expertise in machine learning, specifically long short-term memory (LSTM) algorithms, to delve into the intricate world of session-based recommendation systems for volunteer work. This ambitious project requires: - In-depth knowledge and research experience in LSTM algorithms, to ensure robust recommendations - Strong familiarity with volunteer work, though the focus is broad and not confined to any specific area - Proficiency in academic writing presenting complex information clearly and concisely Vital specifics to note: - The expected deadline is 1 day from the project commencement, indicating a need for professionals who can work effectively under tight deadlines. I require ieee format with ...
I need to integrate my federated learning (on device training) model to my flutter application frontend. My budget is less so please bid accordingly. My budget would be no more than 40 euros so please bid accordingly
...Learning/Deep Learning: image classification and analysis (e.g., CNNs, ResNet, InceptionV3, EfficientNet). • Computer Vision: feature extraction, object detection, and image processing. • Data Science: ability to work with large datasets, including data cleaning, augmentation, and analysis. Knowledge of statistical analysis and predictive modeling. Tools and Technologies: • Python, TensorFlow, PyTorch, Keras, and OpenCV. • Dataset Handling. Experience in managing and processing large and diverse datasets • AI Model Optimization, such as model pruning, quantization, and distillation. • Data protection knowledge such as GDPR and know how to implement privacy-by-design principles. Project Overview Objectives • Customization and Enhancement: Ada...
