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Neural Networks

161 projects

Showing 17 of 161 projects

spaGO
spaGOGo

A self-contained machine learning and natural language processing library written in pure Go with a dynamic computational graph.

#neural-network#deep-learning#nlp-framework
Stars1.9k
Forks89
Last commit1 year ago
TensorFlow Fold
TensorFlow FoldPython

A library for creating TensorFlow models that handle structured data with dynamic computation graphs using dynamic batching.

#deep-learning#neural-networks#natural-language-processing
Stars1.8k
Forks263
Last commit
machine-learning-experiments
machine-learning-experimentsJupyter Notebook

A collection of interactive machine learning experiments with Jupyter notebooks for training and browser demos for visualization.

#ai#educational#deep-learning
Stars1.8k
Forks331
Last commit
Bender
BenderSwift

An abstraction layer over MetalPerformanceShaders for crafting and running fast neural networks on iOS using TensorFlow models.

#apple#ios#model-conversion
Stars1.8k
Forks89
Last commit2 years ago
Education
Education

A curated collection of high-quality deep learning resources, including courses, books, papers, libraries, and datasets.

#reference-guide#educational#research-papers
Stars1.8k
Forks295
Last commit2 years ago
Memory Networks Implementations - Facebook
Memory Networks Implementations - FacebookLua

Implementations of memory-augmented neural networks for language modeling, dialogue systems, and question answering tasks.

#babi-dataset#neural-networks#question-answering
Stars1.8k
Forks370
Last commit
NeuroNER
NeuroNERPython

An easy-to-use, state-of-the-art named-entity recognition (NER) tool based on neural networks.

#text-analysis#deep-learning#neural-networks
Stars1.7k
Forks472
Last commit3 years ago
ProteinMPNN
ProteinMPNNJupyter Notebook

A deep learning model for protein sequence design that generates amino acid sequences for given protein backbones.

#inverse-folding#deep-learning#neural-networks
Stars1.7k
Forks459
Last commit1 year ago
Axon
AxonElixir

A neural network library for Elixir built on Nx, providing functional, model creation, and training APIs for deep learning.

#functional-programming#elixir#model-training
Stars1.7k
Forks124
Last commit1 month ago
pytorch_tabular
pytorch_tabularPython

A unified framework for implementing and training deep learning models on tabular data using PyTorch and PyTorch Lightning.

#hacktoberfest#model-training#deep-learning
Stars1.7k
Forks177
Last commit7 days ago
Mesh TensorFlow
Mesh TensorFlowPython

A language for distributed deep learning that simplifies model parallelism by specifying tensor computations across hardware meshes.

#gpu-clusters#high-performance-computing#large-models
Stars1.6k
Forks255
Last commit2 years ago
keras-contrib
keras-contribPython

A deprecated repository for community-contributed Keras extensions like layers, activations, and loss functions.

#experimental-features#python-library#data-science
Stars1.6k
Forks643
Last commit3 years ago
Elephas
ElephasPython

Elephas is a Keras extension for distributed deep learning on Apache Spark, enabling data-parallel training at scale.

#apache-spark#model-training#spark
Stars1.6k
Forks307
Last commit3 years ago
KotlinDL
KotlinDLKotlin

A high-level Deep Learning API for JVM and Android developers, written in Kotlin and inspired by Keras.

#keras-api#deep-learning#android
Stars1.6k
Forks112
Last commit1 year ago
GitHub repository
GitHub repositoryPython

An efficient neural network for semantic segmentation of large-scale 3D point clouds using random sampling.

#point-clouds#semantic3d#deep-learning
Stars1.5k
Forks335
Last commit2 years ago
Knet.jl
Knet.jlJupyter Notebook

A deep learning framework for Julia with GPU support and automatic differentiation using dynamic computational graphs.

#research-tool#knet#julia
Stars1.4k
Forks226
Last commit1 year ago
RLax
RLaxPython

A JAX-based library providing reinforcement learning building blocks for implementing agents, supporting both on-policy and off-policy learning.

#jax#deep-learning#neural-networks
Stars1.4k
Forks98
Last commit24 days ago
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