Pinned Loading

1. LwF-iCaRL-Incremental-Learning LwF-iCaRL-Incremental-Learning Public

   A repository consists of incremental learning algorithm such as LwF and iCaRL on CIFAR100 dataset on ResNet architecture.

   Jupyter Notebook 3

2. Trustworthy-ML Trustworthy-ML Public

   Learning Adversarial Robustness in Machine Learning both Theory and Practice.

   Jupyter Notebook 1

3. InformationRetrieval InformationRetrieval Public

   Developed a Search Engine for both phrase and free text queries on Fars persian news using concepts such as TF-IDF,inverted index, champion list.

   Jupyter Notebook 1

4. NLP-Course NLP-Course Public

   Basic concepts which are used in NLP such as : Language model, Neural Language model, Word embedding, Text classification, Bert, RNN, LSTM, GRU, Attention, Transformers.

   Jupyter Notebook 7 1

5. ComputationalIntelligence ComputationalIntelligence Public

   Implemented classification of CIFAR-10 using neural networks, Heart disease recognition using Fuzzy systems and Snail Jumper game using evolution algorithm.

   Jupyter Notebook 2

6. Pacman-AI Pacman-AI Public

   Fundamental of AI course which focuses on search, multiagents, mdp and reinforcement learning algorithms.

   Python 10 3