downloads
This section includes a growing collection of the codes I have developed mostly during my studies. Finally, I decided to gather all of them in a well documented collection and upload it on my GitHub and other platforms, such as MathWorks File Exchange. Some additional items are also available in teaching section, where I uploaded the materials I developed during teaching assistantship in various courses.
This section is evolving and will be completed gradually.
Machine Learning and Deep Learning Codes
| Date | Project | Repository | GitHub |
|---|---|---|---|
| 2021 | Deep Learning Course | deep-learning-practice | Star Fork Download |
| 2021 | Quick Review of scikit-learn | scikit-learn-review | Star Fork Download |
| 2020 | Machine Learning Mini Projects | ml_mini_projects | Star Fork Download |
| 2019 | Data Visual and Analytics Projects | data_visual_analytics | Star Fork Download |
| 2019 | Atlanta House Price Prediction | house_price_prediction | Star Fork Download |
Deep Learning: RNNs and Sequence Models
| Date | Project | Repository |
|---|---|---|
| 2020 | (1) A Step-by-Step Implementation of RNNs and LSTMs | step-by-step |
| 2020 | (2) Character Level Language Model: Dinosaurus Island | language-model |
| 2020 | (3) Generating Music Using an LSTM: Improvise a Jazz Solo | lstm-generating-music |
| 2020 | (4) Word Embedding: Operations on Word Vectors | embedding |
| 2021 | (5) Application of Word Embedding: Emojify | emojify |
| 2021 | (6) Neural Machine Translation | machine-translation |
| 2021 | (7) Speech Recognition: Trigger Word Detection | speech-recognition |
Deep Learning: Computer Visions and CNNs
| Date | Project | Repository |
|---|---|---|
| 2021 | (1) A Step-by-Step Implementation of CNNs | step-by-step |
| 2021 | (2) Residual Networks (ResNets) | resnet |
| 2021 | (3) Image Recognition: Car Detection (YOLO Model) | car-detection |
| 2021 | (4) Face Recognition: FaceNet and DeepFace Models | face-recognition |
| 2021 | (5) Neural Style Transfer | style-transfer |
| 2020 | (6) Cat-Dog Classifier: CNN Clasification | cnn-clasifier |
| 2020 | (7) Transfer Learning: Horses-vs-Humans | transfer-learning |
| 2020 | (8) CNN Multiclass Classifier | multiclass-classifier |
Follow Me on GitHub
General Softwares and CS Projects
| Date | Project | Repository | GitHub | MATLAB File Exchange |
|---|---|---|---|
| 2017 | Concurrency on Java | concurrency | Star Fork Download |
| 2018 | Graph Partitioning Toolbox | graph_partitioning | Star Fork Download |
| 2018 | Interactive Optimization Toolbox | interactive_optimization |
Star
Fork
Download
|
| 2018 | Constrained Optimization Toolbox | constrained_optimization |
Star
Fork
Download
|
| 2018 | Golden Section Search Toolbox | golden_section_search |
Star
Fork
Download
|
| 2018 | Polygon Fit Optimization Toolbox | polygon_fit_demo |
Star
Fork
Download
|
| 2018 | Simplex Tableau Toolbox | simplex_toolbox |
Star
Fork
Download
|
Follow Me on GitHub
Computational Science and Engineering
| Date | Project | Repository | GitHub |
|---|---|---|---|
| 2020 | Modeling and Simulation Project | modeling_and_simulation | Star Fork Download |
| 2019 | FEM Educational Demos | fem_visualization_demo |
Star
Fork
Download
|
| 2019 | FEM Toolbox | fem_toolbox |
Star
Fork
Download
|
Follow Me on GitHub