OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personali…

This repository contains the stimuli and similarity information that support SOLID-Similar object and lure image database. DOI - 10.3758/s13428-019-01211-7

Python companion for Statistical Thinking in the 21st Century

Python implementations of contextual bandits algorithms

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

reinforcement learning and circuit model for worm chemotaxis

Linux productivity tools and practices for researchers

Predicting brain activity from word embeddings during natural language comprehension

Codes for "Learning attentional templates for value-based decision-making"

☺️魔性的阿鲁表情

PRML algorithms implemented in Python

Multislice PHATE for tensor embeddings

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

This is a python 3 port of the SEM model with and updated to a more current version of tensor flow (2+)

Decoding and geometrical analysis of neural activity with built-in best practices

ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

A simulation to show the trajectories of three-body systems

🔋 Utilities for scientific python

A lightweight package to plot brain surfaces with Python.

LSTM and GRU in PyTorch

Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."

A Python(PyTorch) implementation of memory augmented neural network based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall. ICML.

A Neuromodulated Meta-Learning algorithm

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

A hyperparameter optimization framework