Logically-Constrained Reinforcement Learning

A fully configurable Gymnasium compatible Tetris environment

Repository for the Python implementation of the TrialData analysis library.

[ICCV 2017] Torch code for Grad-CAM

Inference Llama 2 in one file of pure C

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

DeePred-BBB is a deep Neural network-based model for prediction of blood brain barrier permeability of compounds using Simplified Molecular Input Line Entry System (SMILES) notation of Compounds.

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

A game theoretic approach to explain the output of any machine learning model.

Attributing predictions made by the Inception network using the Integrated Gradients method

A Zotero plugin for syncing items and notes into Notion

Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"

Python implementations of the RL algorithms in examples and figures in Sutton & Barto, Reinforcement Learning: An Introduction

A beautiful, simple, clean, and responsive Jekyll theme for academics

Introduction to Deep Learning

Python Implementation of Reinforcement Learning: An Introduction

MBTI text classifer trained on the Kaggle MBTI dataset

[CVPR 2022] Official PyTorch Implementation for DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

CVPR 2021 | Metrics for evaluating interpretability methods.

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

Locating and editing factual associations in GPT (NeurIPS 2022)

My final course project for CSCI 8360 Data Science Practicum course. This project focuses on gender and age classification based on images using convolutional neural networks.

It is the DKT+ model implemented in python3 and tensorflow1.2

source code for the paper Deep Knowledge Tracing