Xiang-Pan

Reg-GAN

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

dlrm

An implementation of a deep learning recommendation model (DLRM)

HessianFlow

OpenICL

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

CPCA_Python

self-adaptive-ICL

self-adaptive in-context learning

Batch-ICL

Code for paper 'Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning'

lightly

A python library for self-supervised learning on images.

multi_loras

Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answer based on user queries.

mergoo

A library for easily merging multiple LLM experts, and efficiently train the merged LLM.

mergekit

Tools for merging pretrained large language models.

LLM-Extrapolation

Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"

icl_task_vectors

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

ups

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

Block-Diagonal-Representation-for-Subspace-Clustering

Subspace Clustering by Block Diagonal Representation

NYU-Course-Notes-and-Resources

NYU Course Notes & Resources

TransLasso

Rcode for the TransLasso algorithm (transfer learning in high-dimensional linear models)

raycast_api_proxy

multidim-positional-encoding

An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow

SketchyVim

Adds all vim moves and modes to macOS text fields

linguistic_calibration

Align your LM to express calibrated verbal statements of confidence in its long-form generations.

trzsz

trzsz is a simple file transfer tools, similar to lrzsz ( rz / sz ), and compatible with tmux.

open_clip

An open source implementation of CLIP.

randomized_positional_encodings

Randomized Positional Encodings Boost Length Generalization of Transformers

length-generalization

Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023

prefect

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

LLM-Merging

LLM-Merging: Building LLMs Efficiently through Merging