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Logically-Constrained Reinforcement Learning

Python 54 10 Updated Jul 5, 2024

A fully configurable Gymnasium compatible Tetris environment

Python 25 Updated Dec 3, 2024

Repository for the Python implementation of the TrialData analysis library.

Jupyter Notebook 8 9 Updated Sep 25, 2024

2023: Preserved neural dynamics across animals performing similar behaviour

Jupyter Notebook 10 4 Updated Sep 30, 2024

[ICCV 2017] Torch code for Grad-CAM

Lua 1,515 226 Updated Sep 17, 2022

Understanding Deep Networks via Extremal Perturbations and Smooth Masks

Python 344 33 Updated Jul 22, 2020

Inference Llama 2 in one file of pure C

C 17,597 2,104 Updated Aug 6, 2024

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

Jupyter Notebook 5,413 1,349 Updated Jan 20, 2024

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.

Python 16 16 Updated Apr 23, 2023

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

Python 10,796 1,571 Updated Dec 17, 2024

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

Jupyter Notebook 23,104 3,300 Updated Dec 13, 2024

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

Jupyter Notebook 604 102 Updated Feb 23, 2022

A Zotero plugin for syncing items and notes into Notion

TypeScript 2,462 106 Updated Dec 14, 2024

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

Python 159 12 Updated May 4, 2024

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

Python 84 26 Updated Oct 31, 2018

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

HTML 11,550 11,344 Updated Dec 12, 2024

Introduction to Deep Learning

81 9 Updated Nov 29, 2023

Python Implementation of Reinforcement Learning: An Introduction

Python 13,693 4,834 Updated Aug 9, 2024

MBTI text classifer trained on the Kaggle MBTI dataset

Jupyter Notebook 32 13 Updated Oct 7, 2018

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

Python 816 119 Updated Mar 27, 2023

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

Python 6,458 915 Updated Jul 3, 2024

CVPR 2021 | Metrics for evaluating interpretability methods.

Python 10 3 Updated Mar 29, 2021

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

Python 8,580 354 Updated Dec 16, 2024
Jupyter Notebook 465 39 Updated Jul 11, 2023

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Python 1,751 481 Updated Feb 5, 2023

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

Python 3,319 1,452 Updated Sep 27, 2021

Locating and editing factual associations in GPT (NeurIPS 2022)

Python 586 130 Updated Apr 20, 2024

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.

Python 43 22 Updated Jul 17, 2018
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