https://github.com/amirabbasasadi/amirabbasasadi
Amirabbas Asadi
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.4%) to scientific vocabulary
Last synced: 11 months ago
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JSON representation
Repository
Amirabbas Asadi
Basic Info
- Host: GitHub
- Owner: amirabbasasadi
- Default Branch: main
- Size: 25.4 KB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 4 years ago
· Last pushed over 2 years ago
Metadata Files
Readme
README.md
Amirabbas Asadi
Hi There! I'm Amirabbas, Currently an independent researcher in Computer Science and AI
📔 Research Interests
- Probabilistic Machine Learning
- Probabilistic Graphical Models
- Probabilistic Programming
- Deep Generative Models : Energy-Based Models, VAE, Normalizing Flows, Diffusion Models
- Approximate Bayesian Inference (MCMC, VI)
- Reinforcement Learning & Multi-Agent Systems
- High-Performance Scientific Computing
- Parallel and Distributed Programming
- Simulation
- Numerical Linear Algebra
- Developing ODE/PDE/SDE solvers
- Parallel and Distributed Programming
👨💻 Technical Skills
- Programming : C/C++, Julia, Python
- Parallel and Distributed Programming
- CPU Parallel Programming: OpenMP, TBB
- GPU Programming: CUDA
- Distributed Programming: MPI
- Hybrid Parallelism
- Deep Learning: PyTorch, JAX
- Graph Learning: PyTorch Geometric
- Image Processing: OpenCV
- Probabilistic Programming: Pyro, PyMC3, JAGS
- Physics Simulation
- 2D/3D Data Visualization
- Git, Linux and Bash script
- LaTeX
👨🎓 Education
- MSc Applied Mathematics
- Sharif University of Technology
- Field: Stochastic Mathematics & Data Science
- BSc Computer Engineering
- Bu-Ali Sina University
- Graduation: 2022
- GPA: 3.92/4.0
💻 Open Source Projects:
- RockyML: A high-performance scientific computing framework
- MetaTS: Meta-Learning for Time Series Forecasting
- AugmentTS: Data Augmentation Time Serie Data using Deep Generative Models
- Neural Fractal: Generating Fractals using Complex-Valued Neural Networks
- Babai: A C++ Optimization Library
- Shotor: An Open OCR dataset for Persian
Owner
- Name: Amirabbas Asadi
- Login: amirabbasasadi
- Kind: user
- Location: Iran
- Website: https://www.linkedin.com/in/amirabbas-asadi/
- Repositories: 5
- Profile: https://github.com/amirabbasasadi
Independent AI Researcher
GitHub Events
Total
- Watch event: 1
Last Year
- Watch event: 1
Committers
Last synced: about 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Amirabbas Asadi | a****5@g****m | 18 |
Issues and Pull Requests
Last synced: about 1 year ago
All Time
- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0