iovdin

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

ARC

The Abstraction and Reasoning Corpus

FaRL

FaRL for Facial Representation Learning [Official, CVPR 2022]

vq-vae-pytorch

VQ-VAE implementation pytorch

denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

google-research

Google Research

torchnca

A PyTorch implementation of Neighbourhood Components Analysis.

FALCONN

FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

annoy-node

Node bindings for Annoy, an efficient Approximate Nearest Neighbors implementation written in C++.

DeepFashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

kepler-mapper

Kepler Mapper: A flexible Python implementation of the Mapper algorithm.

transformer-xl

namedtensor

Named Tensor implementation for Torch

swc

Rust-based platform for the Web

numba

NumPy aware dynamic Python compiler using LLVM

flickr-cropping-dataset

A dataset that includes photos downloaded from Flickr and annotations that indicates a local window representing a good composition.

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

CoordConv-pytorch

Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (https://arxiv.org/pdf/1807.03247.pdf)

RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

guided-evolutionary-strategies

Guided Evolutionary Strategies

darts

Differentiable architecture search for convolutional and recurrent networks

QuaterNet

Proposes neural networks that can generate animation of virtual characters for different actions.

tdb

Interactive, node-by-node debugging and visualization for TensorFlow

StarSpace

Learning embeddings for classification, retrieval and ranking.

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.

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

stn.pytorch

pytorch version of spatial transformer networks

BinaryNet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

XNOR-Net

ImageNet classification using binary Convolutional Neural Networks

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration