A free audio dataset of spoken digits. An audio version of MNIST.

Deep learning framework for the mlr3 ecosystem based on torch

LassoNet in Tensorflow

Comparison of method "Pruning at initialization prior to training" (Synflow/SNIP/GraSP) in PyTorch

tiny-imagenet dataset downloader & reader using tensorflow_datasets (tfds) api

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

Kolmogorov Arnold Networks

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.

A curated list of neural network pruning resources.

Resnets in tensorflow 2.0.

Numerical Tours of Signal Processing

Benchopt benchmark for Lasso

Efficient Algorithms for L0 Regularized Learning

Soft Threshold Weight Reparameterization for Learnable Sparsity

Wide Resnet 28-10 Tensorflow implementation

Wide Residual Networks in Keras

A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...

A ResNet(ResNet18, ResNet34, ResNet50, ResNet101, ResNet152) implementation using TensorFlow-2.0.

A simple TensorFlow 2 implementation of ResNet-18

EPFL Course - Optimization for Machine Learning - CS-439

🐶 (Re)constructing R computational environments

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

A very simple implementation of a service for a mattermost bot that uses ChatGPT in the backend.

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

spred: Achieving L1 Sparsity with SGD (ICML 2023)

Pipeline for prediction and explanation of Alzheimer based on connectivity matrices with ML/DL methods