Rishabh Anand's Projects
TensorFlow implementation of the Actor-Critic model
Python library for adversarial machine learning, attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support
Unofficial PyTorch implementation of Attention Free Transformer (AFT) layers by Apple Inc.
A beautiful, simple, clean, and responsive Jekyll theme for academics
Chrome extension that renders LaTeX in Substack articles
Add custom context menus to any DOM element 👼🏻 🔥 (NUSHackers OpenHack 2020 Winner)
Implementation of a Deep Neural Network with swapped training and tests sets. Instead of training on pixel values to predict class labels, this implementation trains on the class labels to predict pixel values for each class.
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
A small-scale ANN to predict XOR values of binary digits (Binary Classification)
Unofficial PyTorch implementation of the AttentionNeuron by Google AI
📑🤖 Convert PDF scans to Audiobooks with a click!
[WIP] Unofficial PyTorch implementation of the "Audio Transformer" by Verma & Berger (2021)
Efficient Graph Neural Networks - a curated list of papers and projects
Picking up the C syntax after 8 years
Datasets and resources for the BuildingBloCS 2019 Conference
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
Web analytics dashboard to analyse computer vision model performance
Training models on OGB PCQM4Mv2
Deep Learning for Ca Backbone Prediction from High Resolution CryoEM Data
Frontend of Source Academy (React, Redux, Saga, Blueprint)
Chrome Extension that restructures the Piazza forum UI
Generative Adversarial Network (GAN) that generates cat faces using Google's Quick, Draw! dataset 🤖 😺
Generated personas you can chat with 👾👋🏻
Collection of cheatsheets for NUS exams
Cheery website frontend
Convert Twitter Threads to Blog Posts
Minimax Implementation in C
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent