feedforward-neural-network

SimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks

kotlin machine-learning natural-language-processing neural-network recurrent-neural-networks artificial-intelligence feedforward-neural-network attention-mechanism

Updated Jun 18, 2020
Kotlin

brain4j-org / brain4j

Star 94

Open-source machine learning framework for Java. Designed with speed and lightweight in mind.

java machine-learning cpu ai deep-learning neural-network gpu linear-algebra artificial-intelligence transformer feedforward-neural-network deeplearning

Updated Oct 16, 2025
Java

machinelearningnuremberg / WellTunedSimpleNets

Star 87

[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets

deep-learning tabular-data hyperparameter-optimization feedforward-neural-network regularization hpo automl state-of-the-art neurips-2021

Updated Feb 28, 2023
Python

snap-research / MLPInit-for-GNNs

Star 77

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

deep-learning scalability pytorch feedforward-neural-network multi-layer-perceptron graph-algorithm graph-neural-networks gnn efficient-training

Updated Apr 5, 2023
Jupyter Notebook

islem-esi / DeepMalwareDetector

Star 76

A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.

machine-learning deep-learning cnn python3 recurrent-neural-networks feature-extraction lstm neural-networks rnn feedforward-neural-network convolutional-neural-networks yara sae malware-detection fnn

Updated Sep 12, 2025
Python

Ritvik19 / pyradox

Star 62

State of the Art Neural Networks for Deep Learning

deep-neural-networks deep-learning python3 recurrent-neural-networks neural-networks artificial-neural-networks feedforward-neural-network convolutional-neural-networks tensorflow2

Updated Nov 27, 2021
Python

kristijanbartol / general-3d-humans

Star 62

[CVPR 2022 Oral] Generalizable Human Pose Triangulation

deep-learning feedforward-neural-network human-pose-estimation generalization 3d-human-pose human36m cmu-panoptic cvpr2022 stochastic-learning

Updated Feb 14, 2023
Python

BerkeleyLab / fiats

Star 53

A deep learning library for use in high-performance computing applications in modern Fortran

machine-learning deep-learning neural-network inference artificial-intelligence neural-networks artificial-neural-networks feedforward-neural-network ann fortran-2023

Updated Sep 30, 2025
Fortran

TripoSR-for-Unity

mapluisch / TripoSR-for-Unity

Star 53

Generate 3D meshes from 2D images and retexture them directly in Unity.

unity unity3d feedforward-neural-network texture-synthesis 3d-reconstruction texture-generation unityeditor image-to-3d image-to-3d-object-conversion stability-ai stabilityai unityeditortool triposr tripoai

Updated Mar 23, 2024
Python

LoserCheems / WonderfulMatrices

Star 43

Wonderful Matrices to Build Small Language Models

python nlp machine-learning natural-language-processing deep-learning pytorch transformer feedforward-neural-network language-model attention-mechanism attention-is-all-you-need mixture-of-experts pytorch-transformers foundation-models small-language-models small-language-model dynamic-mask-attention cross-domain-mixture-of-experts

Updated Feb 15, 2025
Python

MichaelJWelsh / yannl

Star 39

Yet another neural network library

c-plus-plus neural-network portable c-plus-plus-11 matrix regression classification artificial-neural-networks blas feedforward-neural-network callbacks cblas

Updated Sep 25, 2017
C++

mravanelli / pytorch_MLP_for_ASR

Star 38

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.