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  1. distributed-ml-systems distributed-ml-systems Public

    Distributed ML Systems (University of Tehran): MPI, federated learning, CUDA kernels, PyTorch DDP, Spark/HDFS, communication-efficient SGD

    Jupyter Notebook

  2. artificial-intelligence artificial-intelligence Public

    AI course (University of Tehran): transfer learning, DCGAN, clustering, decision trees, DQN, RNN/LSTM, weight initialisation

    Jupyter Notebook

  3. computer-networks computer-networks Public

    Computer Networks (University of Tehran): HTTP server, reliable transfer, distance-vector routing, ICMP ping/traceroute, TCP congestion control in NS2

    Python

  4. Distributed-Systems Distributed-Systems Public

    Distributed Systems (University of Tehran): Go replicated key-value store, multi-VM gRPC system, IPC & concurrency, distributed DL scheduling project

    TeX

  5. Design-of-Algorithms Design-of-Algorithms Public

    Design & Analysis of Algorithms (University of Tehran): 16 accepted C++ judge solutions - divide & conquer, DP, greedy, graphs, max-flow

    C++

  6. database-systems database-systems Public

    Database Systems (University of Tehran): ER modelling, SQL DDL and queries, normalisation, indexing, query evaluation