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Top 697 neural-networks open source projects

Deep Learning tools for brain medical images

✭ 51

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Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

✭ 49

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Cgnn

Crystal Graph Neural Networks

✭ 48

python pytorch neural-networks data-mining graph-theory

Tensorhub

TensorHub is a library built on top of TensorFlow 2.0 to provide simple, modular and repeatable abstractions to accelerate deep learning research.

✭ 48

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Mujocounity

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

✭ 47

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Ml In Tf

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

✭ 45

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Tensorflow Seq2seq Dialogs

Build conversation Seq2Seq models with TensorFlow

✭ 43

python deep-learning tensorflow neural-networks chatbot seq2seq

Advis.js

[Tensorflow.js] AdVis: Exploring real-time Adversarial Attacks in the browser with Fast Gradient Sign Method.

✭ 42

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Machine Learning From Scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

✭ 42

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Yann

This toolbox is support material for the book on CNN (http://www.convolution.network).

✭ 41

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Dm Haiku

JAX-based neural network library

✭ 1,010

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Bipropagation

✭ 41

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Qualia2.0

Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.

✭ 41

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Daps

Denoising Autoencoders for Phenotype Stratification

✭ 39

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Tensorflowhandwritingrecognition

Using Tensorflow to classify the NIST Dataset 19 (Handwriting)

✭ 39

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Dbn Cuda

GPU accelerated Deep Belief Network

✭ 38

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Flynet

Official PyTorch implementation of paper "A Hybrid Compact Neural Architecture for Visual Place Recognition" by M. Chancán (RA-L & ICRA 2020) https://doi.org/10.1109/LRA.2020.2967324

✭ 37

python neural-networks recurrent-neural-networks

Alignmentduration

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

✭ 36

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Artificialintelligenceengines

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

✭ 35

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Teacher Student Training

This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

✭ 34

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Deepaudioclassification

Finding the genre of a song with Deep Learning

✭ 969

python deep-learning machine-learning artificial-intelligence music neural-networks

Easy Deep Learning With Allennlp

🔮Deep Learning for text made easy with AllenNLP

✭ 32

python deep-learning natural-language-processing deep-neural-networks neural-networks text-classification

Hyperpose

HyperPose: A Collection of Real-time Human Pose Estimation

✭ 961

python tensorflow computer-vision neural-networks pose-estimation mobilenet tensorlayer

Pytorch Nice

Implementation of non-linear independent components estimation (NICE) in pytorch

✭ 31

python deep-learning pytorch neural-networks

Lemonml

🍋Machine Learning library from scratch.🍋

✭ 29

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Deep learning projects

✭ 28

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Udacity Deep Learning Nanodegree

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

✭ 15

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Yerevann.github.io

YerevaNN blog

✭ 13

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3d Semantic Segmentation For Scene Parsing

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

✭ 13

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Moverbots

A small Unity AI game built with ML-agents v0.5

✭ 13

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Traffic Sign Classifier

Udacity Self-Driving Car Engineer Nanodegree. Project: Build a Traffic Sign Recognition Classifier

✭ 12

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18337

18.337 - Parallel Computing and Scientific Machine Learning

✭ 834

html neural-networks gpu-computing parallelism numerical-methods

Drl4nlp.scratchpad

Notes on Deep Reinforcement Learning for Natural Language Processing papers

✭ 26

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Sentence Aspect Category Detection

Aspect-Based Sentiment Analysis

✭ 24

jupyter-notebook tensorflow neural-networks vector nltk

Py Style Transfer

🎨 Artistic neural style transfer with tweaks (pytorch).

✭ 23

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Nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

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Openhabai

Train Neuronal networks to automate your home

✭ 19

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Tract

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

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Daily Neural Network Practice 2

Daily Dose of Neural Network that Everyone Needs

✭ 18

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Riceteacatpanda

repo with challenge material for riceteacatpanda (2020)

✭ 18

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Awesome Capsule Networks

A curated list of awesome resources related to capsule networks

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Ctrnn

Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)

✭ 17

python neural-networks

Awesome Ai Ml Dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

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Basic reinforcement learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

✭ 826

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Kur

Descriptive Deep Learning

✭ 811

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Xnnpack

High-efficiency floating-point neural network inference operators for mobile, server, and Web

✭ 808

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Deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

✭ 809

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Pyclustering

pyclustring is a Python, C++ data mining library.

✭ 806

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Quickdraw

Implementation of Quickdraw - an online game developed by Google

✭ 805

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Minisom

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

✭ 801

python machine-learning neural-networks clustering unsupervised-learning

Lab

Disclaimer: This is not an official Google product.

✭ 6,595

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3d Machine Learning

A resource repository for 3D machine learning

✭ 7,405

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Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

✭ 793