All Categories → Machine Learning → neural-networks

Top 697 neural-networks open source projects

Race and ethnicity Imputation from Disease history with Deep LEarning

✭ 91

python deep-learning machine-learning neural-networks bioinformatics biology

An Elegant Neural Network User Interface to build drag-and-drop neural networks, train in the browser, visualize during training, and export to Python.

✭ 90

javascript python typescript visualization neural-networks drag-and-drop

Vvedenie Mashinnoe Obuchenie

📝 Подборка ресурсов по машинному обучению

✭ 1,282

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Awesome Medical Imaging

Awesome list of software that I use to do research in medical imaging.

✭ 87

deep-learning machine-learning computer-vision image-processing neural-networks medical-imaging

Pytorch Openai Transformer Lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

✭ 1,268

python pytorch neural-networks transformer language-model

Backpropaganda

A simple JavaScript neural network framework.

✭ 86

javascript deep-learning nodejs neural-networks

Knet.jl

Koç University deep learning framework.

✭ 1,260

julia jupyter-notebook deep-learning machine-learning data-science neural-networks

Pumas.jl

Pharmaceutical Modeling and Simulation for Nonlinear Mixed Effects (NLME), Quantiative Systems Pharmacology (QsP), Physiologically-Based Pharmacokinetics (PBPK) models mixed with machine learning

✭ 84

julia machine-learning neural-networks statistics simulation bayesian-inference

Variational Capsule Routing

Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf

✭ 84

python machine-learning pytorch computer-vision neural-networks capsule-network capsnet

Sonnet

TensorFlow-based neural network library

✭ 9,129

python Starlark shell deep-learning machine-learning tensorflow artificial-intelligence neural-networks

Dltk

Deep Learning Toolkit for Medical Image Analysis

✭ 1,249

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Neural Networks

brief introduction to Python for neural networks

✭ 82

python jupyter-notebook deep-learning tensorflow keras neural-networks

Discogan Tensorflow

An implementation of DiscoGAN in tensorflow

✭ 82

python machine-learning tensorflow neural-networks generative-adversarial-networks

Attend infer repeat

A Tensorfflow implementation of Attend, Infer, Repeat

✭ 82

python tensorflow computer-vision neural-networks rnn computer-graphics attention-mechanism attention generative-model vae

Tensorflow seq2seq chatbot

✭ 81

python machine-learning neural-networks chatbot lstm seq2seq

Deepsmiles

DeepSMILES - A variant of SMILES for use in machine-learning

✭ 80

python machine-learning neural-networks

Transfer Learning Conv Ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

✭ 1,217

python deep-learning pytorch nlp neural-networks dialog transfer-learning chatbots

Wav2letter

Speech Recognition model based off of FAIR research paper built using Pytorch.

✭ 78

python deep-learning pytorch convolutional-neural-networks neural-networks speech-recognition speech-to-text asr

Abigsurvey

A collection of 500+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

✭ 1,203

deep-learning machine-learning natural-language-processing neural-networks

Math And Ml Notes

Books, papers and links to latest research in ML/AI

✭ 76

jupyter-notebook deep-learning neural-networks papers

Dann

Deep Neural Network Sandbox for JavaScript.

✭ 75

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Mit Deep Learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

✭ 8,912

Jupyter Notebook deep-learning machine-learning tensorflow data-science artificial-intelligence neural-networks deeplearning segmentation deep-reinforcement-learning tensorflow-tutorials mit jupyter-notebooks self-driving-cars deep-rl

Mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

✭ 8,733

python Dockerfile deep-learning machine-learning neural-networks machine-learning-algorithms

Kaggle Rsna

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

✭ 74

python deep-learning machine-learning image-processing object-detection neural-networks classification detection medical-imaging

Super Slowmo

An attempt at a PyTorch implimentation of "Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation"

✭ 73

python deep-learning neural-network neural-networks interpolation cvpr2018

Componentarrays.jl

Arrays with arbitrarily nested named components.

✭ 72

julia machine-learning neural-networks optimization simulation array modeling arrays control-systems

Strike With A Pose

A simple GUI tool for generating adversarial poses of objects.

✭ 70

python deep-learning machine-learning computer-vision neural-networks

Ehcf

This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)

✭ 70

python neural-networks recommender-system neural

Get started with deep learning for text with allennlp

Getting started with AllenNLP and PyTorch by training a tweet classifier

✭ 69

python pytorch natural-language-processing artificial-intelligence neural-networks pytorch-tutorial

Blinkdl

A minimalist deep learning library in Javascript using WebGL + asm.js. Run convolutional neural network in your browser.

✭ 69

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Ai Residency List

List of AI Residency & Research programs, Ph.D Fellowships, Research Internships

✭ 69

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Torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

✭ 1,156

python python3 deep-learning machine-learning pytorch computer-vision neural-networks generative-model gans generative-adversarial-networks

Deeplearning4j

All DeepLearning4j projects go here.

✭ 68

java deep-learning machine-learning deep-neural-networks neural-networks deeplearning deeplearning4j

Lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

✭ 1,148

jupyter-notebook pytorch neural-networks image-segmentation

Graph 2d cnn

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')

✭ 67

python deep-learning tensorflow keras artificial-intelligence convolutional-neural-networks neural-networks classification embeddings representation-learning graph-theory

Intent classifier

✭ 67

python natural-language-processing neural-networks nlp-machine-learning natural-language-understanding

Entity embeddings categorical

Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)

✭ 67

python machine-learning keras neural-networks embeddings utility-library

Deep Review

A collaboratively written review paper on deep learning, genomics, and precision medicine

✭ 1,141

html deep-learning neural-networks genomics review

Outlace.github.io

Machine learning and data science blog.

✭ 65

html deep-learning machine-learning blog reinforcement-learning neural-networks

Interactive Classification

Interactive Classification for Deep Learning Interpretation

✭ 65

javascript deep-learning visualization neural-networks

Speedrun

Research code need not be ugly.

✭ 65

python deep-learning pytorch neural-networks research

Fft Conv Pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

✭ 65

python python3 pytorch image-processing neural-networks convolution

Aorun

Deep Learning over PyTorch

✭ 61

python pytorch neural-networks deeplearning bayesian-inference

Ai Platform

An open-source platform for automating tasks using machine learning models

✭ 61

python java r deep-learning machine-learning data-science automation artificial-intelligence neural-networks task tensorflow-models tasks keras-models

Gosom

Self-organizing maps in Go

✭ 60

go golang neural-networks

Bidaf Keras

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

✭ 60

python python3 deep-learning tensorflow nlp keras neural-network natural-language-processing deep-neural-networks neural-networks deeplearning question-answering natural-language-understanding keras-tensorflow keras-models

Cyclegan Qp

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

✭ 59

python pytorch convolutional-neural-networks neural-networks gan generative-adversarial-network resnet style-transfer generative-art cyclegan

Watchcarslearn

Self driving cars using NEAT

✭ 59

javascript machine-learning neural-networks canvas genetic-algorithm

Keras Gan

Keras implementations of Generative Adversarial Networks.

✭ 8,494

python shell deep-learning keras neural-networks gan generative-adversarial-networks

Deep Kernel Gp

Deep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood

✭ 58

python deep-learning machine-learning neural-network deep-neural-networks neural-networks deeplearning gaussian-processes

Grasp

Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH

✭ 58

python deep-learning machine-learning pytorch neural-networks pruning

Applying eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

✭ 1,093

deep-learning machine-learning neural-networks genetic-algorithm asp artificial-neural-networks evolutionary-algorithms

Lstm Context Embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN

✭ 57

python deep-learning tensorflow neural-networks cnn lstm word-embeddings

Convisualize nb

Visualisations for Convolutional Neural Networks in Pytorch

✭ 57

python jupyter-notebook deep-learning pytorch visualization neural-network convolutional-neural-networks neural-networks cnn

Meme Generator

MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.