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Neural Networks

428 projects

Showing 32 of 428 projects

Learning Torch GitHub Repo
Learning Torch GitHub RepoLua

A personal learning repository for implementing neural networks and machine learning models using Torch in Lua.

#scientific-computing#deep-learning#luajit
Stars27
Forks4
Last commit11 years ago
TFProfiler
TFProfilerKotlin

Profile TensorFlow Lite and OpenCV DNN models on Android devices with performance metrics and delegate options.

#neural-network#performance-optimization#model-profiling
Stars26
Forks8
Last commit4 years ago
JSMLT
JSMLTJavaScript

An open-source JavaScript library implementing machine learning algorithms for educational purposes with interactive visualizations.

#random-forest#logistic-regression#classification
Stars26
Forks3
Last commit3 years ago
NALP
NALPPython

NALP is a Python library for natural language processing and adversarial learning, from embeddings to neural networks.

#python-library#neural-networks#text-generation
Stars25
Forks7
Last commit8 months ago
Roosterize
RoosterizePython

A neural network-based tool that suggests lemma names for Coq verification projects by analyzing serialized statements and elaborated terms.

#coq#lemma-naming#deep-learning
Stars22
Forks5
Last commit4 years ago
Self Governing Neural Networks (SGNN): the Projection Layer
Self Governing Neural Networks (SGNN): the Projection LayerJupyter Notebook

A scikit-learn pipeline implementing the projection layer of Self-Governing Neural Networks (SGNN) using character n-grams and random hashing.

#random-projection#neural-networks#natural-language-processing
Stars22
Forks3
Last commit
adams
adamsC

A deep learning-based password cracking tool that uses adaptive dynamic mangling rules to reduce bias in real-world password strength modeling.

#deep-learning#neural-networks#tensorflow
Stars22
Forks1
Last commit2 years ago
mxnet.cr
mxnet.crCrystal

MXNet bindings for the Crystal programming language, enabling deep learning and machine learning development.

#distributed-training#mxnet#deep-learning
Stars22
Forks0
Last commit5 years ago
machine_learning_workbench
machine_learning_workbenchRuby

A comprehensive Ruby gem providing atomic, flexible tools and frameworks for practical machine learning applications.

#neural-network#machine-learning-algorithms#neural-networks
Stars20
Forks5
Last commit
How to evolve neural networks in Ruby using the Machine Learning Workbench
How to evolve neural networks in Ruby using the Machine Learning WorkbenchRuby

A comprehensive Ruby gem providing a collection of atomic machine learning tools and frameworks for practical applications.

#neural-network#machine-learning-algorithms#neural-networks
Stars20
Forks5
Last commit
therfoo
therfooGo

An embedded deep learning library for Go designed for educational exploration of neural network fundamentals.

#ml-fundamentals#gradient-descent#educational
Stars18
Forks5
Last commit1 year ago
hopfield-networks
hopfield-networksHaskell

A Haskell implementation of Hopfield networks for unsupervised learning and pattern storage.

#haskell#functional-programming#hopfield-networks
Stars16
Forks1
Last commit12 years ago
nnstreamer-ros
nnstreamer-rosC++

NNStreamer extension plugins that enable neural network pipelines to integrate with ROS and ROS2 for robotics applications.

#nnstreamer#robotics#pipeline-framework
Stars14
Forks8
Last commit5 years ago
KRHebbian-Algorithm
KRHebbian-AlgorithmObjective-C

An iOS implementation of the Hebbian algorithm for unsupervised self-organizing machine learning.

#objective-c#neural-networks#hebbian-algorithm
Stars13
Forks1
Last commit10 years ago
Catniff
CatniffTypeScript

A Torch-like deep learning framework for JavaScript with direct tensor and autograd operations.

#ai#deep-learning#dl
Stars11
Forks1
Last commit1 month ago
Neural-Wikipedian
Neural-WikipedianC++

A neural network system that generates English Wikipedia-style biographies from Semantic Web triples using encoder-decoder models.

#knowledge-graphs#neural-networks#text-generation
Stars10
Forks1
Last commit8 years ago
Dynamic Capacity Networks
Dynamic Capacity NetworksPython

A TensorFlow implementation of Dynamic Capacity Networks, which reduces computations by applying high-capacity networks to selected input patches.

#computational-efficiency#deep-learning#dynamic-capacity-networks
Stars9
Forks3
Last commit
Kandle
KandleTypeScript

A JavaScript-native machine learning framework with PyTorch-aligned APIs, built from scratch on WebGPU for dynamic graph execution and model interpretability.

#dynamic-graph#javascript-framework#webgpu
Stars9
Forks0
Last commit7 months ago
ave-sergeev/tictonix
ave-sergeev/tictonixRust

A Rust crate providing embeddings and positional encoding implementations for NLP and Transformer-based models.

#transformer#deep-learning#neural-networks
Stars9
Forks0
Last commit1 year ago
Ocaml-NN
Ocaml-NNOCaml

A monadic implementation of fully-connected neural networks in OCaml with backpropagation and customizable hyperparameters.

#monadic-programming#fully-connected-networks#gradient-descent
Stars8
Forks1
Last commit2 years ago
grain2
grain2D

An autograd and GPGPU library for building dynamic neural networks in the D programming language.

#cuda#d-language#opencl
Stars8
Forks1
Last commit6 years ago
go-dnn
go-dnnGo

A Go library for building and training deep neural networks, powered by MXNet.

#model-training#mxnet#deep-learning
Stars8
Forks1
Last commit6 years ago
NNFlow
NNFlowPython

A simple interface for converting ROOT nTuples to NumPy arrays and using them in TensorFlow for neural network training.

#root-data#neural-networks#tensorflow
Stars7
Forks6
Last commit5 years ago
classy-lala
classy-lalaRust

A fast Single Layer Perceptron library for Deno, written in Rust and TypeScript with Foreign Function Interface (FFI).

#gradient-descent#ffi#classification
Stars5
Forks1
Last commit2 years ago
MCPINN
MCPINNPython

A multi-channel neural network for predicting compound-protein interactions using molecular and protein sequence embeddings.

#rdkit#neural-networks#compound-protein-interaction
Stars4
Forks3
Last commit3 years ago
DeepBay
DeepBayPython

A collection of plug-and-play TensorFlow/Keras deep learning models and architectures for easy integration.

#plug-and-play#model-library#deep-learning
Stars4
Forks1
Last commit6 years ago
jax-raft
jax-raftPython

A JAX/Flax implementation of the RAFT optical flow estimator with ported checkpoints and reproducible results.

#jax#deep-learning#flax
Stars4
Forks1
Last commit1 year ago
rann
rannRuby

A Ruby library for designing, processing, and training artificial neural networks.

#ai-framework#deep-learning#neural-networks
Stars3
Forks1
Last commit8 years ago
clj-synapses
clj-synapsesClojure

A neural networks library for Clojure with support for custom activation functions, serialization, and data preprocessing.

#functional-programming#parallel-computing#neural-network
Stars2
Forks1
Last commit5 years ago
gluon2keras
gluon2kerasPython

Convert deep neural network models from Apache MXNet Gluon to Keras format for interoperability between frameworks.

#framework-interoperability#model-conversion#python-library
Stars0
Forks0
Last commit7 years ago
Holographic Embeddings for Graph Completion and Link Prediction
Holographic Embeddings for Graph Completion and Link Prediction

Graph embedding framework implementing TransE, TransH, TransR, TransD, and TransSparse models for knowledge graph representation learning.

#knowledge-graphs#neural-networks#translation-models
Stars0
Forks0
Last commit8 years ago
Smoothly Blend Image Patches
Smoothly Blend Image PatchesPython

A Python algorithm for smoothly blending U-Net image segmentation patches using spline interpolation and batch prediction.

#batch-prediction#neural-networks#u-net
Stars0
Forks1
Last commit
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