Linear regressionemplois

...Kubernetes. • Amazon EKS: Knowledge of AWS’s managed Kubernetes service for seamless operations. 5. Database Management: • MongoDB: In-depth experience in NoSQL databases, with a focus on performance tuning and scalability. • Data Modeling: Proficiency in designing data models optimized for large-scale applications. 6. AI & Machine Learning: • Supervised & Unsupervised Learning: Expertise in regression, clustering, and classification models. • Reinforcement Learning & Deep Learning: Familiarity with ANNs, RNNs/LSTMs for time series analysis. • Time Series & Anomaly Detection: Knowledge of ARIMA, Prophet, Isolation Forests, and NLP for financial applications. 7. API Integrations: • Interactive Brokers (IBKR) API...

... - Compare academic performance across different classes, subjects, and periods (terms, years). ### Predictive Success Algorithm 1. **Data Collection and Preparation** - **Data Used**: Scores by subject, absenteeism rates, performance histories, etc. - **Preparation**: Clean and normalize data to make it suitable for machine learning algorithms. 2. **Algorithm Selection** - **Linear Regression**: To predict future scores based on past scores and absenteeism. - **Random Forest**: For more robust and complex predictions. - **Neural Networks**: For more precise predictions with larger and more complex data sets. 3. **Algorithm Implementation** - **Training**: Use historical data to train the algorithm. - **Validation**: Test the algorithm with validat...

Personne compétente pour expliquer le modèle de regression simple et multiple, propriétés de l’estimateur MCO, test de Fischer, variables binaires et modèle logit/probit, GRETL

Hi Mohamed A., comment allez-vous ? Je suis à la recherche d'un/e expert/e en économétrie et STATA pour m'aider à effectuer des exercices dans le cadre de ma formation universitaire. Etes-vous à l'aise avec les notions suivantes: OLS Regression / Instrumental variables / Regression Discontinuity Designs / Difference-in-Difference / Synthetic Control / Propensity Score Matching ?

Hello Zouhali R., comment allez-vous ? Je suis à la recherche d'un/e expert/e en économétrie et STATA pour m'aider à effectuer des exercices dans le cadre de ma formation universitaire. Etes-vous à l'aise avec les notions suivantes: OLS Regression / Instrumental variables / Regression Discontinuity Designs / Difference-in-Difference / Synthetic Control / Propensity Score Matching ?

...UCI machine learning repository : , et en réaliser l'analyse. On demande: un travail de clustering et un autre de classification, la comparaison de diverses méthodes, l'utilisation de plusieurs métriques, l'utilisation de techniques de réduction de dimension, l'écriture d'un notebook détaillé, incluant ce qui précède, à m'envoyer à la fin du module REGRESSION : Les données se trouvent sur : soit hebdomadaire : soit mensuelles : Il vous est demandé de comprendre l'influence des variables explicatives (météorologie, etc.) sur les variables à prédire, puis de mettre en place un outil de prédiction du nombre

...UCI machine learning repository : , et en réaliser l'analyse. On demande: un travail de clustering et un autre de classification, la comparaison de diverses méthodes, l'utilisation de plusieurs métriques, l'utilisation de techniques de réduction de dimension, l'écriture d'un notebook détaillé, incluant ce qui précède, à m'envoyer à la fin du module. REGRESSION : Les données se trouvent sur : soit hebdomadaire : soit mensuelles : Il vous est demandé de comprendre l'influence des variables explicatives (météorologie, etc.) sur les variables à prédire, puis de mettre en place un outil de prédiction du nombre

...définition d'un point selle. En revanche, il n'est PAS demandé de connaître par coeur l'écriture des algorithmes vus en cours Apprentissage en ligne - Gradient stochastique - Gradient stochastique proximal Modèles de Markov cachés Conditional Random fields and structured outputs I The logistic regression model – Model specification – Maximum Entropy Modeling – Parameter estimation – Improvements to the logistic regression model (l2 and l1 regularization, kernel logistic regression) I Conditional Random Fields (for sequential data) – Feature functions – Inference – Parameter estimation I Improvements and extensions to original CRFs – Regularization &nda...

...définition d'un point selle. En revanche, il n'est PAS demandé de connaître par coeur l'écriture des algorithmes vus en cours Apprentissage en ligne - Gradient stochastique - Gradient stochastique proximal Modèles de Markov cachés Conditional Random fields and structured outputs I The logistic regression model – Model specification – Maximum Entropy Modeling – Parameter estimation – Improvements to the logistic regression model (l2 and l1 regularization, kernel logistic regression) I Conditional Random Fields (for sequential data) – Feature functions – Inference – Parameter estimation I Improvements and extensions to original CRFs – Regularization &nda...

...définition d'un point selle. En revanche, il n'est PAS demandé de connaître par coeur l'écriture des algorithmes vus en cours Apprentissage en ligne - Gradient stochastique - Gradient stochastique proximal Modèles de Markov cachés Conditional Random fields and structured outputs I The logistic regression model – Model specification – Maximum Entropy Modeling – Parameter estimation – Improvements to the logistic regression model (l2 and l1 regularization, kernel logistic regression) I Conditional Random Fields (for sequential data) – Feature functions – Inference – Parameter estimation I Improvements and extensions to original CRFs – Regularization &nda...

Je souhaite installer et configurer Wowza media server, pour streamer différents flux, pour créer une playlist live stream linear (web tv) et pour ajouter des splash picture pour des flux audio. Cordialement

...existing floor-plan image into a clean, to-scale DWG that I can drop straight into my CAD workflow. All fixed architectural elements—external and internal walls, columns, built-ins—must be traced accurately so the drawing measures up when printed or imported at 1:1. Please show every door and window opening exactly where they appear on the source, and label each room with its name plus the key linear dimensions I’ve marked. Moveable furniture such as chairs, sofas, and loose décor can be ignored entirely; I only need the architectural shell and critical openings. Deliverables • One DWG file, properly scaled and ready for AutoCAD use • Separate, clearly named layers for walls, doors, windows, room names, and dimensioning • Line weig...

...need is a clean, well-documented bug-fix patch that eliminates the issue without introducing regressions. Here is how I see the collaboration: • You clone the repo (Git) and replicate the bug on any mainstream Linux distro. • Diagnose the root cause, write the fix, and submit it as a unified diff/patch file plus the updated build. • Prove the fix with the supplied test case and a brief regression checklist so I can validate it quickly on my side. • Keep comments concise and follow the existing coding style; no sweeping refactors—just the focused bug fix. Once I verify that the patched binary runs error-free and all tests pass, the job is complete and I release payment immediately. If you have solid experience debugging Linux desktop apps, I&rsqu...

...Automation Testing experience API Testing (Postman / Rest Assured) SQL for database validation Experience with Azure DevOps / Jira Knowledge of Agile/Scrum methodology Must be willing to coordinate and work closely with another team member for daily support and knowledge sharing Responsibilities Develop and maintain Hammer automation scripts Perform end-to-end IVR testing Execute manual and regression testing Validate call flows and backend data Report and analyze defects Support production testing and urgent issues Connect daily with team members and provide guidance Work independently as a QA lead Work Details Working Time: 5–6 hours per day (US timings) Job Type: Freelance / Contract / Remote Salary: ₹60,000 – ₹80,000 per month (Can be increased b...

...that exposes a RESTful API. I now need a hand with two things: expanding the API with a few new endpoints and squashing some stubborn bugs that are affecting current routes. The codebase sits in a private Git repository and builds cleanly with the dotnet CLI. You’ll get a detailed list of the endpoints to add or refactor, the steps that reproduce each bug, and a Postman collection for quick regression checks. Once we agree on the work, simply branch, code, test, and open a pull request. Deliverables I expect: • Updated or brand-new C# controllers, services, and any supporting classes that compile against .NET Core. • Targeted bug fixes with unit tests that prove the issue is resolved. • A brief changelog so I can review and merge swiftly. All new or mo...

I run several production VMware Cloud Fo...operational support during agreed coverage hours • Prompt resolution of incidents within SLA, with root-cause notes in tickets • Weekly status report summarising completed work, open risks, and next steps • Concise runbooks or KB articles for any recurring issues • Proactive recommendations for optimisation or design improvements Acceptance criteria • All incidents closed inside SLA without regression • VCF lifecycle tasks executed cleanly and documented • Runbooks reviewed and signed off by our operations lead Strong VCF production experience and confident communication over Slack or Microsoft Teams are must-haves. If you can step straight into a TAM-level role and keep complex VCF stacks ...

...Length 2.5 to 3.5 hours total Short modules Simple, non-technical language Clear progression from start to finish Modules & Lessons The course must be divided into clear modules Each module must include: Short explanatory videos (5–10 minutes) Supporting written text Voice-over narration for accessibility Clear instructions and examples STUDENT INTERACTION FLOW Students must follow a linear progression After each module, the student must complete: A multiple-choice quiz Minimum 5 questions per quiz A passing score is required to unlock the next module Quizzes must be: Automatically graded Focused on comprehension Simple and user-friendly EVALUATION SYSTEM Module Quizzes Multiple-choice only Auto-graded Pass / fail logic required Students canno...

...External Design, Context & Information Provided I want to be clear that the external architectural appearance is already defined. I am attaching a reference image that shows exactly the form, proportions, arches, roof/parapet expression, and overall aesthetic I am seeking, and the pavilion should closely match this externally except that the red brick should be replaced by k11 petersen tegl white linear bricks I am also sharing: • A site plan showing where the padel court will be located within the garden, including the orientation, which is north-east (NE) facing • Images showing how the padel court is intended to look within the landscape and how the garden room should look (note there should be a side door which is also arched that you access from steps For...

...Automation Testing experience API Testing (Postman / Rest Assured) SQL for database validation Experience with Azure DevOps / Jira Knowledge of Agile/Scrum methodology Must be willing to coordinate and work closely with another team member for daily support and knowledge sharing Responsibilities Develop and maintain Hammer automation scripts Perform end-to-end IVR testing Execute manual and regression testing Validate call flows and backend data Report and analyze defects Support production testing and urgent issues Connect daily with team members and provide guidance Work independently as a QA lead Work Details Working Time: 5–6 hours per day (US timings) Job Type: Freelance / Contract / Remote Salary: ₹60,000 – ₹80,000 per month (Can be increased b...

I need assistance with moderated moderation mediation analysis using the PROCESS macro in SPSS. This analysis is critical for testing hypotheses in my research. Key Requirements: - Expertise in SPSS, particularly with the PROCESS macro - Experience in modera...assistance with moderated moderation mediation analysis using the PROCESS macro in SPSS. This analysis is critical for testing hypotheses in my research. Key Requirements: - Expertise in SPSS, particularly with the PROCESS macro - Experience in moderated moderation and mediation analysis - Ability to interpret and report results clearly Ideal Skills: - Advanced statistical knowledge - Proficiency in regression analysis (any type) - Strong analytical thinking and problem-solving skills Please provide relevant experience in ...

...fusion of: • Hardcore / dark sci-fi • Strong, aggressive, industrial feeling • Futuristic, almost dystopian • Clean but powerful line work AND • Retro-futurism (80s / Blade Runner influence) • Vintage sci-fi aesthetics • Subtle retro details (not cheesy, not cartoon) • Timeless, cinematic vibe Overall feeling: premium, serious, underground, athletic, futuristic. Design characteristics: • Linear / line-based illustration • Bold geometry and structure • Minimalistic but impactful • Not illustrative in a “comic” way • No stock graphics Print placement & scale: • Back of the T-shirt only • Design should cover almost the entire back (full-back print) • Vertical or center...

...verify model responses for accuracy, consistency, and appropriate handling of ambiguous inputs Performance & Reliability - Test response times, load handling, and model consistency across multiple runs Integration Testing - Validate API endpoints, data flows between components, and third-party integrations Usability Testing - Ensure smooth user experience and intuitive interaction with AI features Regression Testing - Maintain test suites to catch issues as the platform evolves Detail-Oriented: My attention to detail has consistently helped identify critical issues before production Clear Communication: I provide comprehensive bug reports and testing summaries that development teams can action immediately Flexible & Scalable: Comfortable with 10-30 hour/week commitment a...

I need a partner who can walk me through the full process of quantifying and explaining feature importance across several classic models—specifically Linear Regression, Decision Trees and Support Vector Machines—using Python. The goal is to compare and contrast interpretability techniques such as SHAP, LIME, PDP and ICE, then package the findings so that non-technical stakeholders can easily understand why each feature matters. What I expect from you • Well-structured, reproducible Python code (preferably in Jupyter notebooks) showing how each model is trained and how the above interpretability methods are applied. • Clear visualisations and narratives that highlight where and why the different methods agree or diverge. • At least one live se...

As a QA freelancer, you will be responsible for ensur...ensuring the platform works reliably across flows and edge cases. I’ve built a web application that records clicks and track certain data. Before I roll it out, I want a complete functional test run on browser, covering both desktop layouts and true mobile viewports. You’ll move through every journey a real user can take and verify that the right events fire, the UI responds correctly, and no regression or edge-case breaks the flow on either browser or device type. Deliverables • A concise test plan outlining key user stories you covered • A defect log with clear reproduction steps, screenshots or short clips, and severity tags • A final summary that groups issues by priority and suggests quic...

I need assistance with a Jamovi assignment that involves linear regression analysis on mixed data (numerical and categorical). The primary goal is to understand relationships between variables. Key Requirements: - Use of Jamovi for analysis - Linear regression on mixed data - Focus on understanding variable relationships Ideal Skills and Experience: - Proficiency in Jamovi - Strong background in statistics, particularly linear regression - Experience with data analysis and interpretation Please provide a detailed bid including your experience with similar projects.

...detailed change notes • A concise technical brief outlining recommended improvements, tooling, or structural changes that prepare the project for private hosting and later mobile builds • (Optional but welcome) a high-level roadmap estimating effort for the marketplace feature and native app conversion Acceptance will be based on: • All identified functional errors are reproducibly fixed • No regression in existing features across modern browsers • Clear, human-readable documentation of fixes and recommendations If you have strong debugging skills, a strategic mindset, and experience taking web code to native mobile, I’d love to hear how you’d tackle this. Ongoing I would like you to be my point of contact for any technical support ...

...long as the example files are runnable on my end. • A final mini-project template that I can adapt to my own feedstock data, with clear comments and guidance on where to swap in new TG/DTG curves, how to refine activation-energy distributions, and how to report confidence intervals. Acceptance criteria 1. At least three hours of focused instruction that covers model selection, parameter regression, and diagnostic plotting. 2. Delivery of executable example scripts or models plus concise written notes. 3. My ability to replicate the full workflow on a new experimental dataset without major troubleshooting. If this sounds like a good fit, let’s set up an initial call and map the session schedule....

I am rolling out an in-da...best matches our SoC, import or craft the correct device tree and board-config, and fine-tune the kernel where necessary. • Strip every Google Mobile Service while preserving base Android stability. • Apply low-level security tweaks (SELinux policy work, verified boot, hardening flags). • Set up seamless OTA delivery (delta or full images) so field upgrades stay painless. • Run stability and regression tests on real hardware until the system is production-ready. Success for me means a reproducible build environment (preferably repo-based), flashable images that boot cleanly, all sensors and the camera functioning, and OTA packages that install without issue. If you have shipped custom ROMs before and can show commits or images that pr...

I need an estimator to review the floor plans and pull the partition wall-length measurement in linear feet, translate those figures into drywall square-footage requirements, and prepare a material take-off for that scope. I’ll need the framing of the partitions and the drywall. Those are the two scopes, framing and hanging drywall only. This does not include any drywall finishing. That will be completed by others. I will send the PDF plans as soon as we agree to proceed. Please use any professional takeoff software you are comfortable with—Bluebeam Revu, PlanSwift, On-Screen Takeoff, or a comparable tool is fine—so long as the numbers reconcile against the architectural sheets. Deliverables: • total wall lengths (LF) referenced to sheet and detail. •...

...destabilisation together with the competing influence of substrate steepness. What I now require is independent validation and controlled extension of these results, rather than a re-derivation of the theory or preparation of a full LaTeX manuscript. Using the specific evolution equations, travelling-wave reductions, and weakly nonlinear formulations provided in the paper, you would: • reproduce the linear and weakly nonlinear stability results and verify the instability thresholds and growth rates; • implement a numerical solver (pseudospectral or high-order finite difference) solely to generate figures directly from the given equations and parameter values; • confirm the Marangoni-induced destabilisation and the dual stabilising/destabilising role of substrate...

...heated incline. Long-wave theory has already shown that Marangoni stresses, together with the local steepness of the substrate, can destabilise the flow and generate finite-amplitude waves. What I need now is a clean, step-by-step mathematical treatment of the problem that can stand on its own in a journal appendix. The scope includes the full hierarchy: leading-order long-wave formulation, linear stability analysis, and a weakly nonlinear expansion up to the first amplitude equation that captures secondary instabilities. Please derive every governing equation, nondimensionalise where appropriate, and state all assumptions explicitly so that another researcher can reproduce the work without referring back to me. Illustrative sketches or dispersion-relation plots are welcom...

...ready to be welded—but the drawings still lack the critical information the shop needs. Your task is to open my existing .sldprt/.sldasm/.slddrw files and clearly call out both the exact anchor positions and the precise weld angles of the sheet metal parts for the shock anchors and all wishbones anchors. As well as the engine mount anchor points.. What I expect from the updated drawings: • Linear dimensions that locate every flange along each tube, taken from clear, repeatable datums (tube ends or centerlines). • Angular dimensions that show the required rotation of each flange so the welding jig can be set without guesswork. • Clean, uncluttered annotation following standard ANSI Y14.5 or ISO practices, with no dangling or reference-only dimensions. ...

The current production build of my app is intermittently crashing, and I need a clea...crashes. 2. Refactor or patch the affected classes so the app runs reliably across Android 8-14. 3. Commit code in a separate branch with clear comments, then create a pull request for review. 4. Supply a signed APK and a succinct change-log so I can test and push to the store quickly. Acceptance criteria: – Zero crashes in at least 48 hours of automated Firebase test lab runs. – No regression in existing features; UI and data flow must remain unchanged. – All modified code passes the current unit tests (Gradle, JUnit 5) and new tests for the fixed paths. If you’re comfortable digging into Kotlin coroutines, LiveData, and the Android lifecycle, let’s...

...on a live, legacy PHP frontend. The work is focused on debugging auth flow and a 401 API issue, plus ensuring Secrets Manager integration works correctly from EC2. This is not a rewrite and no refactors. We need someone comfortable reading existing PHP code, tracing request flows, and applying minimal, safe patches to restore functionality on production. Scope (Immediate) Fix public route regression (site prompting login for public pages) Resolve 401 on CRM Tenants API (/tenant/api/tenants) Verify Authorization header handling (Axios/interceptor if applicable) Confirm API base path correctness Ensure AWS Secrets Manager is read from correct region (eu-west-1) in PHP SDK config Restart Apache/PHP-FPM and validate login + key pages load Document repo/branch/commit + proof (200 r...

I have a raw spreadsheet that first needs to be brought into shape—duplicates removed, columns standardized, missing values handled, and everything neatly organised so future look-ups are effortless. Once the data set is clean, I’d like you to run a full regression analysis in Excel to uncover the relationships I’m interested in. Deliverables I expect: • A cleaned, well-documented Excel file with clear data validation rules in place • A separate sheet showing the regression output, interpretation notes, and any supporting charts or residual diagnostics you feel are useful Please stay entirely within Excel—no Power BI or external scripts needed. If you prefer to use built-in Analysis ToolPak or native formulas, that’s fine; jus...

...resolve the known critical bugs in the issue tracker, and deliver a deployment-ready build. Acceptance criteria 1. The three UI sections render flawlessly on the latest Chrome, Firefox and Safari, plus mobile Safari/Chrome. 2. All API calls for posting jobs, bidding, and driver acceptance return expected responses and log correctly. 3. Zero blocker or critical bugs remain in the tracker; regression tests pass in our GitHub Actions pipeline. 4. A tagged release package is handed over with change log and brief deployment notes. You will be working in our private GitHub repo with Slack for daily check-ins; Figma files and a detailed Trello board are ready for your team. If you have the bandwidth to cover design, development and QA internally, let’s talk timelines and...

I’m refining a series of logistic-regression models in Python and would like hands-on guidance from someone who knows SciPy’s stats and optimize sub-modules inside out. My current notebook reaches acceptable accuracy, but I’m running into questions about link-function choices, solver stability, convergence diagnostics, and the best way to structure reusable helper functions. What I’d like from you • Review a short code sample (≈200 lines) that calls for a custom log-likelihood. • Explain, with examples, how to improve numerical stability and interpret the Hessian output for standard-error estimation. • Suggest parameter-regularisation strategies available directly in SciPy or via light dependencies I can bolt on. • Join one...

...collaboration to redesign and continuously improve a professional desktop application built with Qt and QML (similar in function to Proxifier). This is not a one-off project. The goal is to build one of the best and most modern desktop UIs on the market, and then keep evolving it over the coming years. What I’m looking for I need someone who: Designs at top international product level (think Apple, Linear, Arc, Notion, Raycast quality). Has strong experience with desktop UI, not only mobile/web. Understands information-dense dashboards, data tables, network tools, developer tools, etc. Can deliver real visual concepts, not just theory. First task (important) For the application process, I expect real visual proposals, for example: A redesigned Dashboard (mockup in...

I’m looking for a QA Engineer who can join our Madurai team on a six-month contract and bring 3–4 years of solid quality-assurance experience to the table. Manual testing is the day-to-day backbone of the assignment, and I also need someone confident enough with automation to build and maintain suites that keep regression runs tight and reliable. You’ll collaborate closely with developers and product owners in our office, owning the full test cycle—from writing clear test plans to validating production fixes. If you already script with Selenium or a comparable framework, you’ll ramp up fast; if you have wider performance-testing exposure, that’s a welcome bonus but not essential. Key deliverables during the contract: • Comprehensive tes...

Build a Ai module that review pr request and generate a target list of functional edge and regression test cases based on actual code changes

Build a Ai module that review pr request and generate a target list of functional edge and regression test cases based on actual code changes

During statement-level regression testing I noticed that any policy carrying a premium tax—examples 01N6000098 and 600000000000809—now shows the wrong death benefit on the client statement. The PDF is pulling DEATH BENEFIT VALUE, yet it should reference TOTAL DEATH BENE VAL on Valm D. I need someone experienced with our policy management system’s data layer, statement generation logic (SQL extracts, mapping tables, Jasper / Crystal templates—whatever tool you prefer to work in), and general insurance data structures to: • Trace the field mapping used when the statement compiles. • Update or override it so the statement fetches TOTAL DEATH BENE VAL for any policy where a premium tax flag exists. • Regression-test at least the two sa...

...Filter design and signal conditioning o Feature selection and interpretability • Practical experience with: o Bayesian hierarchical models o MCMC (Stan, JAGS, custom implementations) o Longitudinal and mixed-effects modeling • Comfort translating math and code into biologically meaningful insight Why this is interesting • You’ll work on post-hoc classification, time-series longitudinal data (regression) and individuation for early-warning biology • The problems are technically demanding and scientifically consequential • This is a chance to apply serious signal processing where it can change outcomes—not just metrics Engagement details • Include the word for mother in your native tongue in your response • Please include a brief des...

...set realistic timelines, and surface risks early. While I’m deep in VS Code and CI pipelines, you’ll be the trusted voice our clients hear. Scope of work • Lead all client meetings: discovery, status, demos, retrospectives • Write concise briefs, SOWs, and milestone plans that align with our JavaScript/TypeScript stack and AI components • Track progress in whatever tool you prefer—Jira, Linear, Trello, etc.—and ensure nothing slips • Flag scope changes and negotiate them smoothly with the client • Coordinate deliverable hand-offs with me for seamless deployments Acceptance criteria • Clients feel guided and informed at every stage • Project timelines and scope remain transparent and agreed upon • Ha...

I’m midway through an SAP Joule build and need an extra pair of expert hands to finish the integration work now that we’re solidly in the development phase. The core objective is to weave newly-written Joule skills into...make them production-ready. Deliverables • Fully integrated Joule skills, deployed and callable from our SAP system • Unit and integration test scripts that prove each skill’s end-to-end flow • Brief hand-over document outlining configuration steps and any edge-case considerations Success for this engagement is simple: every skill fires on demand, returns the right data, and survives regression testing with zero unexpected side effects. If you’ve integrated Joule or similar conversational AI extensions into SAP befor...

...rough sketches or functional requirements; from there, you will build clean, fully-parametric 3D models in SolidWorks, prepare assemblies, and carry out high-fidelity finite-element analyses. Proficiency in SolidWorks and ANSYS is essential because these two platforms anchor my workflow. If you are also comfortable in Abaqus or COMSOL, you will have plenty of opportunity to apply them for non-linear or multiphysics cases. Typical tasks include choosing materials, refining geometries for manufacturability, meshing for convergence, setting realistic boundary conditions, and delivering clear, decision-ready reports. To make sure we stay aligned, each milestone will be accepted once I receive: • The native SolidWorks part/assembly files, all sketches fully constrained and fe...

...ratio Skewness Risk discussion (curve steepening, flattening, twists) Part C – Credit Relative Value Strategy Work with TRACE corporate bond data Merge with Compustat fundamentals (via WRDS) Build a monthly cross-sectional regression model: Yield vs leverage, ROA, size, duration, convexity Use regression residuals as mispricing signal Construct long-short portfolios Monthly rebalancing & performance evaluation Technical Requirements Python or R (Python preferred) Strong knowledge of: Fixed income instruments DV01, duration, convexity Yield curves Regression & portfolio construction Clean, well-commented code Ability to explain financial intuition, not just code Deliverables Working scripts (Python / R) Clear explanation of strateg...

I already have a ...touched. The problem lies only with the exterior: the local developer has rejected my current façade for looking too modern, boxy and Tuscan. What I need now is a fresh set of elevations that read as a traditional farmhouse. Think welcoming, timeless lines rather than contemporary cubes. A pitched, gabled roof is essential, and I’d like the walls shown in weatherboard, painted brick or similar linear cladding so the drawings clearly communicate that intent. Deliverables I’m expecting: • Updated front elevation showing the new farmhouse look • A street-view 3D perspective picture file is fine so the developer can visualise the change No interior layouts need revisiting—just the facade. i have CAD floorplan and PDF e...

... 7. Value (~5) 8. Status (this is the driving function which automates the data workflow) Ideally, #1 has a calendar pop-up for ease of use, with the other fields having drop-down lists which potentially offer autocomplete solutions as characters are typed. The approximate number of choices are shown as (*). The data cascades as the project opportunity matures through a series of mostly linear decision points in a parent/child format with successive, but limited additional data aggregated along the way. Most of the flow is sequential, but on occasion an opportunity might be delayed, or revised, requiring it to be restacked in the priority list with the fields having limited, permission-based, ability to be edited. The data travels according to the following logic and...

...apps. & WebGL: able to debug and extend custom BufferGeometry/mesh generation, bounding boxes, and scene graph updates. Computational geometry & road networks: experience with splines (Bezier/Catmull), intersection detection, lane topology, and OpenDRIVE-like models (links, lane sections, junctions). Automated testing: proficiency with Jasmine/Karma (unit) and Cypress (E2E); able to add regression specs like those in tests/junctions and tests/spline. Debugging stateful maps: prior work on pathfinding/traffic sims or CAD/GIS-style editors; comfortable tracing predecessor/successor links and mesh lifecycles. Communication: can explain math/algorithm changes clearly and propose acceptance criteria before coding. Deliverables: PR with fixes + brief notes on algorithm change...