Kabir Ahuja's repositories
DeepQLearning
Implementation of Deep Mind's Paper titled: "Human Level Control through Deep Reinforcement Learning"
QuestionAnsweringSquad
Implementing a question answering system using Stanford's Question Answering Dataset (SQUAD). Different Attention models like BIDAF, Coattention and Self Attention have been implemented yet. The code is implemented as the default project of the course CS224n.
TextToImage
Generating images from text using Stack GANs.
AI-CS-F407--Assignments
Complete Assignments for the course Artificial Intelligence (CS F407)
CS231n-Assignments-Spring-2017
Solutions to the assignments of the stanford's course CS231n
DSA-Labsheets
Lab sheets for the course Data structures and Algorithms
ethics-reading-list
A list of ethics related resources for researchers and practitioners of Natural Language Processing and Computational Linguistics
Hub
🔌 A central repository collecting pre-trained adapter modules
markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
NeuralNetsVisualizations
An example of binary classification to demonstrate how neural nets are able to approximate highly complex functions accurately.
pyenv
Simple Python version management
RNNs-Context-Free
COLING 2020: On the Practical Ability of RNNs to Recognize Hierarchical Languages
SGCP
TACL 2020: Syntax-Guided Controlled Generation of Paraphrases
SkinCancerClassification
We use deep learning to classify skin lesions for melanoma classification. We used different architectures of convolutional neural networks for this problem.
Transformer-Formal-Languages
EMNLP 2020: On the Ability and Limitations of Transformers to Recognize Formal Languages