https://github.com/hiejulia/algorithms-projects

Analyse & Develop interesting algorithms
https://github.com/hiejulia/algorithms-projects

algorithms bioinformatics blockchain data-science datastructures deep gpu-algorithms machine-learning network security threading

Last synced: 6 months ago
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Analyse & Develop interesting algorithms

• Host: GitHub
• URL: https://github.com/hiejulia/algorithms-projects
• Owner: hiejulia
• Created: 2020-03-07T12:21:01.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-08-09T16:33:34.000Z (about 5 years ago)
• Last Synced: 2025-02-08T21:46:23.953Z (8 months ago)
• Topics: algorithms, bioinformatics, blockchain, data-science, datastructures, deep, gpu-algorithms, machine-learning, network, security, threading
• Language: Java
• Homepage:
• Size: 15.6 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# algorithms-projects

Run algorithms and analyze in Threads environment 

### General Algorithms

+ Hashing 

### Job Schedulers using Binary Search tree

- BST is not allowed duplicate jobs 

- Get sorted data which key is time 

- Insertion with restrictions to allow non overlap 

- Insert - Remove - Search operations in BST

### Machine learning algorithms 

- Graph-Based Semi-Supervised Learning 

    - The Isomap algorithm and the multidimensional scaling approach

    - t-distributed Stochastic Neighbor Embedding (t-SNE) 

    - Laplacian spectral embedding

    - Locally linear embedding 

    - k nearest neighbors

    - radial basis function kernel 

    - diagonal matrix 

    - graph laplacian 

    

### Datastructure 

+ Doubly Linked XOR list 

+ Skew binary random access 

+ Forest of data 

    + Splay tree 

    + B tree 

    + Trie 

- Bloom Filter applied in Map Reduce framework 

# Sort

Bitonic sort, Radix sort, Merge sort with GPU parallel 

+ GPU Bitonic sort  

+ Radix sort on GPU 

+ Merge sort on GPU 

+ Nvidia - OpenCL 

# Misc

+ Recursive descent parser (trampoline)

+ Mini-firewall (transducer)

+ 

]

## TODO 

- GPU algorithms 

- network algorithms

    - routing, switching, packet, etc algorithm 

    - peer to peer 

- deep learning algorithms 

- circuit algorithms 

- blockchain algorithm 

- routing table lookup 

- online traffic measurement 

- peer to peer system 

- cooperative caching 

- firewall design 

    - cisco ios firewall 

- signal procesing algorithms 

- intrusion detection 

- bioinformatics 

- database query processing 

- stream computing