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align-uniform-pd

alignment-handbook

Robust recipes to align language models with human and AI preferences

ally

A Lagrangian Duality Approach to Active Learning.

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

apnet

Audio Prototype Network (APNet)

auto-sklearn

Automated Machine Learning with scikit-learn

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

benchmarking-gnns

Repository for benchmarking graph neural networks

care

contrastiveleaks

datanetapi

daug

This is the official implementation of "Automatic Data Augmentation via Invariance Constrained Learning"

dcase-docker

dcase-few-shot-bioacoustic

deepaa

[ICLR 2022] "Deep AutoAugment" by Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang

deepsets

efficientat

This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings.

ese200

fl-resilience

gluonts

Probabilistic time series modeling in Python

graph-neural-networks

Library to implement graph neural networks in PyTorch

gsat

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

hnsw-python

hnsw implemented by python

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

imbalancecifar

Resilience for Class Imbalanced Learning In CIFAR

lieconv

lila

Code for "Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations"

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

mteb

MTEB: Massive Text Embedding Benchmark

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.