Numpyproiecte

ELABORAREA UNEI LICENTE CU TEMA: Aplicatie didactica pentru invatarea utilizarii limbajului PYTHON in prelucrarea imaginilor folosind modulele NUMPY si MATPLOTLIB. ACEASTA TREBUIE SA CONTINA 8-10 LABORATOARE, LUCRARI...

...Build, test, and optimize predictive models (e.g., logistic regression, XGBoost, neural networks, or ensembles) • Analyze feature importance and provide insight into prediction drivers • Ensure model performance is strong across real-world conditions • Deliver clean, well-documented, and maintainable code ⸻ Ideal Candidate Has: • Strong Python skills (pandas, scikit-learn, TensorFlow/PyTorch, NumPy) • Solid background in machine learning, especially in time series or classification models • Experience working with sports data, betting models, or forecasting systems (preferred) • Familiarity with version control (e.g., Git) and clear documentation practices • Ability to explain modeling decisions and trade-offs ⸻ What to Include ...

I'm looking for an experienced Python developer to help me create some automation scripts, specifically for data processing tasks. Ideal Skills and Experience: - Proficiency in Python - Experience in writing automation scripts - Strong skills in data processing - Problem-solving mindset - Familiarity with libraries like pandas, NumPy, etc. is a plus Looking forward to collaborating and learning through this process!

AI Engineer Job Requirements ...specifically the Google Gemini API. Strong proficiency in building and consuming RESTful APIs. Database Management: Solid experience with PostgreSQL, including schema design and query optimization. Proven experience with Graph Databases (e.g., Neo4j, ArangoDB), including data modeling and querying (e.g., using Cypher). Programming & Tools: High proficiency in Python and its data science ecosystem (Pandas, NumPy). Experience with version control using Git. Qualifications: A degree in Computer Science, AI, or a related field, or equivalent practical experience. A portfolio or demonstrated history of projects involving LLM APIs and complex database structures. Strong analytical ability to translate educational requirements into technical and data-dri...

...handling (trees, hair, etc.) 3. Sky blending & tone matching algorithm 4. Batch API endpoint (e.g., FastAPI) to upload photo + sky and get result 5. Post-processing pipeline (blurring, feathering, color correction) 6. Optional: Skin/human area preservation 7. Complete source code, environment setup, and deployment guide --- Preferred Technologies: Python (OpenCV, PyTorch/TensorFlow, NumPy, scikit-image) FastAPI (for API) Any efficient model for segmentation: U^2-Net, DeepLabV3+, MODNet, SkyAR, etc. --- Sample Input/Output: Please include examples where: The sky overlaps with trees or hair There is backlighting or exposure differences Overcast or gray sky needs vibrant replacement --- Constraints: Must run efficiently on GPU-enabled server or optimized CPU...

I'm seeking an experienced Python developer for a data analysis project. You will be working with SQL databases (MySQL, PostgreSQL) to extract, manipulate, and analyze data. Key requirements: - Proficiency in Python for data analysis - Strong SQL skills (MySQL, PostgreSQL) - Experience with data visualization tools (e.g., Matplotlib, Seaborn) - Ab...project. You will be working with SQL databases (MySQL, PostgreSQL) to extract, manipulate, and analyze data. Key requirements: - Proficiency in Python for data analysis - Strong SQL skills (MySQL, PostgreSQL) - Experience with data visualization tools (e.g., Matplotlib, Seaborn) - Ability to write clean, efficient, and well-documented code - Familiarity with data analysis libraries (e.g., Pandas, NumPy) Please provide samples of...

...where applicable. Additionally, we need automation of repetitive Excel tasks using Python or VBA, along with scripts to fetch, clean, and transform data automatically. The final deliverables should include summary reports with actionable insights, ensuring data accuracy and consistency across platforms. Required skills include advanced Power BI (DAX, Power Query, visualizations), Python (Pandas, NumPy, automation libraries), and Excel (advanced formulas, pivot tables, VBA is a plus). Experience in data cleaning, transformation, and automation is essential. The expected deliverables are clean processed datasets in CSV/Excel format, an interactive Power BI dashboard with drill-down capabilities, Python automation scripts if applicable, and documentation on methodology and key fin...

I'm looking for a skilled developer to create a real-time virtual drawing application that uses hand gestures t... similar to a paintbrush. By detecting finger positions through MediaPipe and OpenCV, users can sketch in mid-air using just their fingers. Essential Features: - Finger detection and gesture tracking - Multiple color options - Eraser mode - Stamps or stickers - Smooth and responsive drawing - Save and load drawings - Mode switching through hand gestures Tech Stack: Python, OpenCV, MediaPipe, NumPy Ideal Skills and Experience: - Proficiency in Python and computer vision technologies - Experience with OpenCV and MediaPipe - Strong understanding of gesture recognition - Ability to create smooth, real-time interactive applications Please share any relevant experienc...

I need a skilled data analyst proficient in Python to analyze data from CSV/Excel files. Key Requirements: - Analyze data using Python - Work with CSV/Excel file formats - Generate insights on trends, comparisons, or customer behavior Ideal Skills: - Strong expertise in Python for data analysis - Experience with pandas, NumPy, and data visualization libraries - Ability to derive actionable insights from complex datasets - Prior experience with similar projects Please provide examples of previous work and relevant qualifications.

I need an experienced Python programmer to install a grid trading strategy on my system. Requirements: - Setup on Windows, Linux, or macOS - API integration experience is a must - Familiarity with Pandas, NumPy, and Matplotlib is a plus Ideal Skills and Experience: - Strong Python programming skills - Experience with grid trading strategies - Proficient in API integration

...candidates will have experience with Python, NumPy, SciPy, Matplotlib, and modern AI/ML stacks. Responsibilities: Develop and optimize ML/NLP algorithms using Python, NumPy, and SciPy Design inference systems in complex competency frameworks (Bayesian Inference, Probabilistic Graphical Models) Build and improve predictive models using real-world data (e.g., traffic ETA, user mastery estimation) Collaborate on research-driven AI product development Write clean, efficient, and well-documented code Work with tools like Jupyter Notebook, Git, and Linux in a scientific computing environment Required Skills & Qualifications: 7+ years experience in AI/ML development using Python Strong experience with Bayesian Inference, SciPy, NumPy, Matplotl...

...early training A React Native mobile app with an established flavor graph interface A product roadmap focused on user-centric whiskey exploration Tech & Tools We Expect You to Use: Python Scikit-Learn / XGBoost / LightGBM (for tree-based models) Collaborative + Content-Based Filtering techniques SHAP or similar for sensitivity analysis / feature attribution Data preprocessing with Pandas and NumPy Deployment-ready architecture for on-demand predictions via API or serverless function (e.g., FastAPI or Flask) Deliverables Clean, documented ML code in Python with modular structure that's able to be easily implemented into the existing app code. All model inputs/outputs tailored for integration into the Whiskey Hub app Output-ready data to support visualizations (...

...Software Framework Development: High-level Python API hiding quantum complexity: python# Example API usage portfolio = QuantumPortfolio(assets=5000) optimal_weights = ( risk_tolerance=0.05, quantum_backend='ibm_quantum', classical_verification=True ) Domain-specific language for financial quantum computing Integration with existing quant frameworks: QuantLib extensions NumPy/Pandas compatible interfaces Bloomberg API integration Reuters Refinitiv connections Real-time streaming data handling: Quantum feature extraction from live feeds Online learning with quantum models Adaptive algorithm selection based on market conditions Research & Development Requirements: Theoretical breakthroughs needed: Prove quantum advantage for specific financial pr...

..."Walk me through your DNS log parsing algorithm and show me the code" • "How do you handle enterprise domain classification for SaaS detection?" • "Explain your approach to correlating authentication logs with network traffic" • "Show me a tool detection system you've built - how did you handle false positives?" Technical Stack Requirements Must Have Experience: • Python data processing: Pandas, NumPy, enterprise-scale performance optimization • DNS analysis libraries: dnspython, network traffic parsing, log format handling • Authentication systems: Okta API, Azure AD, SAML log processing • AWS integration: Lambda functions, S3 data processing, CloudWatch logging • Data validation: SHA3 hashing, ...

...para resolver la ecuación en coordenadas esféricas. Generar resultados en forma de gráficas que muestren la evolución de la concentración de la sustancia respecto al tiempo y la posición radial. Documentar brevemente el desarrollo del código, los supuestos aplicados y las conclusiones que se pueden extraer de los resultados obtenidos. --- Requerimientos técnicos: Lenguaje preferido: Python (NumPy, Matplotlib) o Excel con macros/formulación. Experiencia en: Resolución de EDPs por métodos numéricos Modelos de difusión de masa o transferencia de calor Uso de condiciones de frontera de tipo Dirichlet o Neumann Entregables: Código funcional y comentado 2 o más gr&aac...

...para resolver la ecuación en coordenadas esféricas. Generar resultados en forma de gráficas que muestren la evolución de la concentración de la sustancia respecto al tiempo y la posición radial. Documentar brevemente el desarrollo del código, los supuestos aplicados y las conclusiones que se pueden extraer de los resultados obtenidos. --- Requerimientos técnicos: Lenguaje preferido: Python (NumPy, Matplotlib) o Excel con macros/formulación. Experiencia en: Resolución de EDPs por métodos numéricos Modelos de difusión de masa o transferencia de calor Uso de condiciones de frontera de tipo Dirichlet o Neumann Entregables: Código funcional y comentado 2 o más gr&aac...

I'm looking for a simulation of mass diffusion in spherical geometry, specifically for medical research on drug delivery in tissue. Key Requirements: - Implement finite difference method to solve PDE in spherical coordinates. - Visualize concentration changes over time and radial distance. - Provide well-documented Python co...delivery in tissue. Key Requirements: - Implement finite difference method to solve PDE in spherical coordinates. - Visualize concentration changes over time and radial distance. - Provide well-documented Python code and summary of methodology, assumptions, and results. Ideal Skills and Experience: - Strong background in numerical methods and engineering. - Proficiency in Python, especially with NumPy and Matplotlib. - Ability to deliver high-quality...

...para resolver la ecuación en coordenadas esféricas. Generar resultados en forma de gráficas que muestren la evolución de la concentración de la sustancia respecto al tiempo y la posición radial. Documentar brevemente el desarrollo del código, los supuestos aplicados y las conclusiones que se pueden extraer de los resultados obtenidos. --- Requerimientos técnicos: Lenguaje preferido: Python (NumPy, Matplotlib) o Excel con macros/formulación. Experiencia en: Resolución de EDPs por métodos numéricos Modelos de difusión de masa o transferencia de calor Uso de condiciones de frontera de tipo Dirichlet o Neumann Entregables: Código funcional y comentado 2 o más gr&aac...

...para resolver la ecuación en coordenadas esféricas. Generar resultados en forma de gráficas que muestren la evolución de la concentración de la sustancia respecto al tiempo y la posición radial. Documentar brevemente el desarrollo del código, los supuestos aplicados y las conclusiones que se pueden extraer de los resultados obtenidos. --- Requerimientos técnicos: Lenguaje preferido: Python (NumPy, Matplotlib) o Excel con macros/formulación. Experiencia en: Resolución de EDPs por métodos numéricos Modelos de difusión de masa o transferencia de calor Uso de condiciones de frontera de tipo Dirichlet o Neumann Entregables: Código funcional y comentado 2 o más gr&aac...

...efficient queries for reporting and analysis. Able to perform data joins, subqueries, and aggregations for insightful reporting. Skilled in optimizing query performance for faster data retrieval, reducing execution time. Capable of data migration and ETL processes to integrate data from multiple sources into databases. Python: Expertise in using Python libraries like Pandas, NumPy, and Matplotlib for data cleaning, analysis, and visualization. Experience with automating tasks and data processing workflows using Python scripts. Strong understanding of data manipulation and performing statistical analysis. Able to build data pipelines, perform web scraping, and integrate data from APIs into analysis. Knowledge of machine learning algorithms ...

...para resolver la ecuación en coordenadas esféricas. Generar resultados en forma de gráficas que muestren la evolución de la concentración de la sustancia respecto al tiempo y la posición radial. Documentar brevemente el desarrollo del código, los supuestos aplicados y las conclusiones que se pueden extraer de los resultados obtenidos. --- Requerimientos técnicos: Lenguaje preferido: Python (NumPy, Matplotlib) o Excel con macros/formulación. Experiencia en: Resolución de EDPs por métodos numéricos Modelos de difusión de masa o transferencia de calor Uso de condiciones de frontera de tipo Dirichlet o Neumann Entregables: Código funcional y comentado 2 o más gr&aac...

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...Python scripts (preferably UHD API, or GNU Radio if justified) - Signal processing pipeline (clear, modular, and documented) - Simple CLI or GUI (matplotlib/PyQt) showing live distance - Instructions to reproduce on a local machine (Ubuntu + USRP) Ideal Candidate: - Experience with SDR programming (UHD, GNU Radio) - Deep understanding of FMCW radar - Strong Python skills: NumPy, SciPy, FFTs - Experience with real-time systems and wideband signal processing - Previous work with USRP B210 or similar device is a must Budget & Timeline: - Start: Immediately - Timeline: ~ 1 week - Budget: Competitive — based on expertise and delivery speed How to Apply: Please include: - Examples of previous radar or SDR projects (esp. w...

...helps with robotics, autonomous vehicles, and data analysis for space missions. AI and Creativity: AI’s role in generating art, music, literature (e.g., GANs for art creation, AI-generated music). 10. AI Tools and Frameworks: AI Frameworks: Discuss popular frameworks like TensorFlow, Keras, PyTorch, and how they are used in AI model development. Tools for AI Development: Python libraries (e.g., NumPy, Pandas, Scikit-learn) and their use in building AI systems. Future Tools: Discuss new and upcoming tools for AI developers. AI Assignment Structure If you want a more specific structure for your assignment, here’s how you could break it down: Introduction: Briefly introduce the concept of Artificial Intelligence. Mention the scope of the assignment (e.g., explori...

I need a Python developer to build an options backtesting tool for testing Nifty 50 strategies using 1-minute historical index and options data (stored as CSV files). Experience with Pandas, NumPy, and options pricing is essential.

...available) xG data Player and team statistics Match results, fixtures, standings Lineups, injuries, suspensions Betting odds and movement Weather and etc. We do not yet have datasets pre-cleaned or stored. You will be responsible for building the data pipeline from APIs or CSVs into usable formats for training and prediction. Tech expectations We expect you to be comfortable with: Python (NumPy, Pandas, XGBoost, Scikit-learn, etc.) APIs and JSON Cleaning and transforming raw data Feature engineering for sports data (like rolling averages, last N games, form, etc.) Model evaluation (accuracy, backtesting, maybe profit simulation later) Flask or FastAPI if we need to expose the model via API Jupyter for testing and debugging Please do not apply if your main...

...JavaScript (for dashboards) AI/ML & Computer Vision • TensorFlow / PyTorch • OpenCV • YOLOv5 / YOLOv8 • MediaPipe, DeepSort / SORT • Dlib • Detectron2 Image & Video Tools • FFmpeg • CVAT or LabelImg Web & Dashboard Development • Flask / FastAPI • Streamlit / Dash / React.js / Vue.js • or WebRTC Data Handling • SQLite, Firebase, MongoDB (optional: PostgreSQL) • Pandas, NumPy Visualization • Matplotlib, Seaborn, Plotly DevOps & Collaboration • GitHub / GitLab • Docker • Google Colab / Jupyter Optional Hardware Integration • Raspberry Pi / Jetson Nano • USB/IP CCTV Camera Integration Important Notes • The full scope of the project, module...

...and process the X-ray images and annotation data. * Overlay annotations on images for visual verification. * Format data appropriately for U-Net (segmentation masks) and YOLOv8 (bounding boxes). Tooling & Interface: * The code should save the model. Than a tester application should take an image as input and mark the teeth (with polygon) and tag the teeth Ideal Skills: * Strong Python skills (NumPy, OpenCV, matplotlib, etc.) * Experience with U-Net and YOLOv8 (e.g., Ultralytics framework) * Familiarity with annotation formats such as JSON, XML, or COCO * Background in medical imaging or dental applications is a plus Deliverables: * Modular, clean, and well-documented codebase * Training and evaluation scripts for both models * The result of segmantion and tagging must be t...

I'm seeking an experienced Python developer to create an automated trading bot for algorithmic trading on stocks. The bot must integrate seamlessly with the Interactive Brokers API. Key Requirements: - Develop trading strategies: momentum and trend-following ...stop loss, profit taking, and trailing stop loss. - Ensure robustness and reliability of the trading bot. Ideal Skills and Experience: - Proven experience in developing Python trading strategies/bots. - Familiarity with Interactive Brokers API. - Strong understanding of algorithmic trading concepts and stock market dynamics. - Experience in Python, especially in financial libraries (e.g., Pandas, NumPy). - Ability to test and optimize trading strategies. Please provide examples of similar work done and your approach t...

...highly effective in classifying celestial objects based on spectral data. ● Exploratory data analysis highlighted distinct patterns in spectral emissions ● The findings underscore the potential of machine learning in enhancing our understanding of the universe. ● Potential in identifying exoplanets or predicting stellar evolution based on early spectral data. Tools and Environment: Python, NumPy, scikit-learn, XGBoost , LightGBM , Hugging Face Transformers, keras , TensorFlow , seaborn , Jupiter , vscode , pytorch , pyspark , Collab • Built multiple models: Logistic Regression, Random Forest, Neural Network. • Performed hyperparameter tuning using GridSearchCV. • Evaluated models using metrics like Accuracy, F1-Score, and AUC-ROC. • Applied clustering t...

I need a Python script to analyze CSV files for data mapping purposes. Requirements: - Analyze and process CSV files - Perform data mapping Ideal Skills and Experience: - Proficiency in Python - Experience with data analysis libraries (pandas, NumPy) - Strong understanding of CSV file manipulation - Ability to create efficient, clean, and well-documented scripts

...training/testing scripts using `` and `` - Environment setup via SUMO + Gym ### Deadline: **Must be completed by the evening of May 24, 2025** (2 days max) ### Deliverables: - Updated `.py` scripts with new metric calculations - All plots as `.png` or `.pdf` files - Short explanation on how to run and reproduce results This project requires familiarity with: - Python (NumPy, Matplotlib) - SUMO or Gym-based traffic simulation environments - Reinforcement learning (e.g., DQN)...

I'm looking for an experienced Python developer to assist with a comprehensive data analysis project. The analysis will involve wor...looking for an experienced Python developer to assist with a comprehensive data analysis project. The analysis will involve working with CSV files, databases, and APIs as data sources. Key Tasks: - Perform statistical analysis - Implement machine learning models - Create data visualizations Ideal skills include: - Strong proficiency in Python - Experience with data manipulation libraries (Pandas, NumPy) - Knowledge of machine learning frameworks (Scikit-learn, TensorFlow) - Expertise in data visualization tools (Matplotlib, Seaborn, Tableau) - Familiarity with SQL and handling APIs Looking for someone who can deliver high-quality insights and ...

I'm looking for a developer to make an online 2D photos into 3D bubblegram or depth maps, similar to volumetric point clouds. Might use MiDaS and Python, along with OpenCV, NumPy, or PCL. Key Requirements: - Online Converter 2D photos to 3D models - Style: Dot cloud effect - Option to remove background (sometimes) - Save output as .stl files Ideal Skills: - Proficient in Python, OpenCV, NumPy, PCL, PHP - Experience with depth map and point cloud generation - Familiarity with MiDaS - Ability to work with 3D file formats, especially .stl Please provide relevant experience in your bids.

I'm looking for a Python professional to help with data analysis. The main tasks will involve working with CSV files and APIs. Key Requirements: - Proficiency in Python and data analysis libraries (Pandas, NumPy, etc.) - Experience with various web frameworks (Django, Flask, FastAPI) - Ability to work with CSV files and APIs for data sourcing - Strong analytical skills and attention to detail - Ability to write clean, efficient, and well-documented code Ideal Skills: - Experience in setting up and consuming APIs - Familiarity with data visualization tools - Background in statistics or data science Please provide examples of previous work related to data analysis and Python. Looking forward to your bids!

- Task Automation: Develop scripts to eliminate repetitive tasks using Python, Bash, or JavaScript, saving time and reducing errors.  - API Integration: Seamlessly connect platforms via RESTful APIs for automated data exchange and process optimization.  - Data Processing: Automate data collection, cleaning, and analysis with tools like Pandas, NumPy, or Scrapy for efficient insights.  - Web Scraping: Extract data from websites automatically using BeautifulSoup, Selenium, or Puppeteer, customized to your needs.  - CI/CD Pipelines: Set up automated build, test, and deployment workflows with GitHub Actions, Jenkins, or GitLab CI for faster delivery.  - Cloud Automation: Manage infrastructure efficiently with automated solutions using AW...

- Task Automation: Develop scripts to eliminate repetitive tasks using Python, Bash, or JavaScript, saving time and reducing errors.  - API Integration: Seamlessly connect platforms via RESTful APIs for automated data exchange and process optimization.  - Data Processing: Automate data collection, cleaning, and analysis with tools like Pandas, NumPy, or Scrapy for efficient insights.  - Web Scraping: Extract data from websites automatically using BeautifulSoup, Selenium, or Puppeteer, customized to your needs.  - CI/CD Pipelines: Set up automated build, test, and deployment workflows with GitHub Actions, Jenkins, or GitLab CI for faster delivery.  - Cloud Automation: Manage infrastructure efficiently with automated solutions using AW...

- Task Automation: Develop scripts to eliminate repetitive tasks using Python, Bash, or JavaScript, saving time and reducing errors.  - API Integration: Seamlessly connect platforms via RESTful APIs for automated data exchange and process optimization.  - Data Processing: Automate data collection, cleaning, and analysis with tools like Pandas, NumPy, or Scrapy for efficient insights.  - Web Scraping: Extract data from websites automatically using BeautifulSoup, Selenium, or Puppeteer, customized to your needs.  - CI/CD Pipelines: Set up automated build, test, and deployment workflows with GitHub Actions, Jenkins, or GitLab CI for faster delivery.  - Cloud Automation: Manage infrastructure efficiently with automated solutions using AW...

...precision/recall) 5. Deliverables Trained action recognition model (PyTorch/TensorFlow) Annotated sample dataset (or guide to annotate videos) Training & inference scripts Exported model file Documentation on: Input format Model architecture How to run training & inference FPS performance metrics 6. Tech Stack (Preferred) Python PyTorch or TensorFlow OpenCV (for video I/O) Optional: Keras, NumPy, Scikit-learn...

...signals/results. 5. **Backtesting Engine:** A crucial component to test the performance of the developed strategies on historical data before live deployment. 6. **Simple User Interface or Notification System:** To display the generated trading signals clearly to the user or send notifications. **Required Skills for the Engineer:** * Strong proficiency in **Python** and data analysis libraries (Pandas, NumPy). * Experience with **Financial Data APIs** (REST, WebSockets) and integration. * Solid understanding of **Technical Analysis (TA)**, **Fundamental Analysis (FA)**, and **Risk Management** in a trading context (ability to read and interpret trading strategies from documentation/books or work with someone who provides clear rule definitions). * Experience in building and i...

I need help creating a Python file for a Discounted Cash Flow (DCF) valuation model. We will use financial statements, market data, and industry reports as data sources. Requirements: - Expertise in Python programming - Strong understanding of financial modeling - Experience with DCF valuation - Ability to work with provided data sources Ideal Skills & Exp...for a Discounted Cash Flow (DCF) valuation model. We will use financial statements, market data, and industry reports as data sources. Requirements: - Expertise in Python programming - Strong understanding of financial modeling - Experience with DCF valuation - Ability to work with provided data sources Ideal Skills & Experience: - Financial analyst background - Python libraries such as Pandas, NumPy - Experience wit...

I need help creating a Python file for a Discounted Cash Flow (DCF) valuation model. We will use financial statements, market data, and industry reports as data sources. Requirements: - Expertise in Python programming - Strong understanding of financial modeling - Experience with DCF valuation - Ability to work with provided data sources Ideal Skills & Exp...for a Discounted Cash Flow (DCF) valuation model. We will use financial statements, market data, and industry reports as data sources. Requirements: - Expertise in Python programming - Strong understanding of financial modeling - Experience with DCF valuation - Ability to work with provided data sources Ideal Skills & Experience: - Financial analyst background - Python libraries such as Pandas, NumPy - Experience wit...

I need a Python script for analyzing financial data, focusing on sales trend analysis. Additionally, I require a PowerPoint presentation to convey the insights and results. Key Requirements: - Python proficiency, especially in data analysis libraries (e.g., Pandas, NumPy) - Experience with financial data - Ability to create clear, professional PowerPoint presentations - Strong analytical skills to derive meaningful sales trends Ideal Skills: - Background in finance or data analysis - Previous experience in automation and data visualization - Attention to detail and good communication skills

I need an experienced Python developer to build a statistical data generator that processes loan data. The system will: Calculate descriptive statistics (mean, median, mode) from loan datasets Export results to Excel (.xls) files with clean formatting Connect to an API to send processed data to an external database Key Requirements: Strong Python skills (Pandas, NumPy for data processing) Solid understanding of statistical calculations (descriptive stats) Experience generating Excel files programmatically (openpyxl/xlsxwriter) Ability to integrate with REST APIs (requests/httpx) for data transmission Attention to detail for data accuracy and reporting Nice-to-Have Skills: Familiarity with financial/loan data concepts Knowledge of databases (SQL, data schemas) Experience with auto...

...Mathematics, or a related quantitative field. 7+ years of experience in financial software development, ideally with a focus on structured products, securitization, or credit risk platforms. Expertise in cash flow modeling, structured finance analytics, and financial mathematics (e.g., discounted cash flow, IRR, prepayment/default modeling, loss waterfalls). Advanced proficiency in Python (NumPy, pandas, object-oriented design), including experience building reusable financial modeling libraries or analytics engines. Strong understanding of credit instruments and structured products including ABS, RMBS, CLOs, and related capital structures. Experience with database technologies (SQL and NoSQL) and working knowledge of cloud infrastructure (preferably Microsoft Azure). ...

Krita ? 2) creating a VR app which sends data to patched Krita ? For instance I don't like the way to configure properties by the graphs. You cannot have nice steps. So I'd like to use numpy or scipy interpolations. Stuff like if value < 0 then red otherwise green. Maybe more can be done by code very fast an accurately but not by the current configuration options. How do you want to get it done? So I imagine a Python interface like this: state get state from network connection def settings() return { for each setting a value opacity: 1 size: state.3dcontroller.x-rotation rotation: numpy/scipy interpolated value from constant array } So adding a [ if you enter a .py file here it will be used instead] like input box so that Python code...

Key tasks include: - Model Development and Evaluation, primarily Classification Models. - Using Pandas, NumPy, and Scikit-learn for data handling. Ideal skills include: - Proficiency in Python - Experience with Visual Studio Code - Familiarity with Linux/Bash - Strong EDA skills and data science knowledge

1. Scope of Work: a. Code Implementation Implement a Graph Convolutional Network (GCN) for multi‑social recommendations Use frameworks like PyTorch Geometric or DGL (you decide wh...visualization of results b. Paper Writing Draft sections (Introduction, Related Work, Methodology, Experiments, Discussion, Conclusion) Integrate your existing references and cite them in IEEE/ACM style (or your target journal’s style) Generate figures & tables (e.g. , architecture diagrams, performance plots) Final formatting in LaTeX (or Word) 2. Required Skills: • 3+ years Python experience (Pandas, NumPy, NetworkX) • Deep familiarity with GNN libraries (PyTorch Geometric or DGL) • Prior work on social recommender systems (portfolio or publications) • Strong acade...

I need a Python script for data analysis. The primary focus will be analyzing text data. Requirements: - Write a Python script to perform data analysis tasks. - The data to be analyzed is primarily text-based. Ideal skills and experience: - Proficiency in Python programming - Experience with data analysis libraries (e.g., pandas, numpy) - Familiarity with text data processing (e.g., natural language processing)

I need assistance integrating my Python trading algorithm with the Zerodha API. This is my first API integration, so I'm looking for someone who can guide me through the process. Key areas where I need help: - Authentication an...with the Zerodha API. This is my first API integration, so I'm looking for someone who can guide me through the process. Key areas where I need help: - Authentication and connection - Order placement and management - Data retrieval and analysis I'm currently using the following libraries: - Pandas - NumPy - yfinance Ideal skills and experience: - Expertise in Python and API integrations - Familiarity with Zerodha API - Experience with trading algorithms - Strong knowledge of Pandas and NumPy Please share your relevant experience a...