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Top 1253 neural-network open source projects

Neural network parametrized objective to disentangle and transfer style and content in text

✭ 106

python deep-learning neural-network natural-language-processing style-transfer

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

✭ 106

python deep-learning machine-learning tensorflow neural-network optimization quantum-computing quantum

Ios ml

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

✭ 1,409

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Handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

✭ 1,506

python Starlark tensorflow computer-vision neural-network ssd detector hand-detection hand-detector

Self Driving Car

Automated Driving in NFS using CNN.

✭ 105

python tensorflow game neural-network automation convolutional-neural-networks autonomous-driving self-driving-car tensorflow-examples car nfs tensorflow-experiments

Wav2letter.pytorch

A fully convolution-network for speech-to-text, built on pytorch.

✭ 104

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

Nnet Ts

Neural network architecture for time series forecasting.

✭ 103

python machine-learning neural-network time-series

Fastrtext

R wrapper for fastText

✭ 103

machine-learning nlp neural-network rstats classification text-classification embeddings word-embeddings fasttext

Deep Learning Notes

My CS231n lecture notes

✭ 102

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Lightner

Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)

✭ 102

python neural-network ner inference sequence-labeling

Micro Racing

🚗 🏎️ 🎮 online 3D multiplayer neural networks based racing game

✭ 100

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Forecastml

An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms

✭ 101

python r deep-learning machine-learning neural-network package time-series r-package forecasting forecast

Sert

Semantic Entity Retrieval Toolkit

✭ 100

python neural-network deeplearning information-retrieval representation-learning

Awesome Pytorch List Cnversion

Awesome-pytorch-list 翻译工作进行中......

✭ 1,361

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Keras weight animator

Save keras weight matrices as short animated videos during training

✭ 100

python deep-learning machine-learning video visualization keras neural-network

Deep Image Analogy Pytorch

Visual Attribute Transfer through Deep Image Analogy in PyTorch!

✭ 100

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Mivisionx

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

✭ 100

machine-learning computer-vision neural-network opencl inference virtual-reality onnx

Nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Mit Deep Learning Book Pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

✭ 9,859

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Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

✭ 1,352

python jupyter-notebook deep-learning machine-learning pytorch tensorflow computer-vision neural-network ai 3d dataset augmented-reality 3d-reconstruction

Sigma

Rocket powered machine learning. Create, compare, adapt, improve - artificial intelligence at the speed of thought.

✭ 98

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Helix theory

螺旋论（theory of helix）—— “熵减机理论（可用来构建AGI、复杂性系统等）”

✭ 98

machine-learning neural-network artificial-intelligence ai agi

Factorized Tdnn

PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi

✭ 98

python pytorch neural-network neural-networks speech-recognition kaldi

Papers Literature Ml Dl Rl Ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

✭ 1,341

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Signature Recognition

Verify the authenticity of handwritten signatures through digital image processing and neural networks.

✭ 95

python tensorflow neural-network opencv

Eqtransformer

EQTransformer, a python package for earthquake signal detection and phase picking using AI.

✭ 95

python deep-learning neural-network detection transformer attention-mechanism lstm-neural-networks

Ai Study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

✭ 93

deep-learning nlp neural-network ai graph speech-recognition recommender-system cv

Machine Learning For Solar Energy Prediction

Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning

✭ 94

python matlab machine-learning tensorflow neural-network data-processing

Neural Api

CAI NEURAL API - Pascal based neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.

✭ 94

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Ngraph

nGraph has moved to OpenVINO

✭ 1,322

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Exnn

An Elixir Evolutive Neural Network framework à la G.Sher

✭ 93

elixir neural-network sensor otp neuroevolution

Sprint gan

Privacy-preserving generative deep neural networks support clinical data sharing

✭ 92

jupyter-notebook neural-network gan generative-adversarial-network

Micromlp

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

✭ 92

python micropython deep-learning machine-learning neural-network artificial-intelligence ai deeplearning esp32 q-learning predictive-modeling

Pytorch Wrapper

Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.

✭ 92

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Machine Learning Algorithms

A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.

✭ 92

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Tutorial Ubuntu 18.04 Install Nvidia Driver And Cuda And Cudnn And Build Tensorflow For Gpu

Ubuntu 18.04 How to install Nvidia driver + CUDA + CUDNN + build tensorflow for gpu step by step command line

✭ 91

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Tutorials

机器学习相关教程

✭ 9,616

python Jupyter Notebook machine-learning tensorflow neural-network numpy theano sklearn multiprocessing threading

Image Quality Assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

✭ 1,300

python deep-learning machine-learning tensorflow computer-vision aws keras neural-network convolutional-neural-networks e-commerce mobilenet

Tnt

Simple tools for logging and visualizing, loading and training

✭ 1,298

python deep-learning machine-learning pytorch neural-network reinforcement-learning

Kerasr

R interface to the keras library

✭ 90

r machine-learning neural-network convolutional-neural-networks r-package recurrent-neural-networks

Multiffn Nli

Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.

✭ 89

python deep-learning nlp neural-network natural-language-processing

Allie

Allie: A UCI compliant chess engine

✭ 89

neural-network chess deepmind

Cs231n 2017 Summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

✭ 1,287

python deep-learning neural-network notes

Probabilistic Federated Neural Matching

Bayesian Nonparametric Federated Learning of Neural Networks

✭ 88

python neural-network

Niftynet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

✭ 1,276

python python3 python2 deep-learning tensorflow neural-network deep-neural-networks convolutional-neural-networks gan segmentation distributed ml medical-imaging autoencoder pip

A high-level machine learning and deep learning library for the PHP language.

✭ 1,270

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Breast Cancer Classification

Breast Cancer Classification using CNN and transfer learning

✭ 86

jupyter-notebook deep-learning neural-network deep-neural-networks convolutional-neural-networks

Simd

C++ image processing and machine learning library with using of SIMD: SSE, SSE2, SSE3, SSSE3, SSE4.1, SSE4.2, AVX, AVX2, AVX-512, VMX(Altivec) and VSX(Power7), NEON for ARM.

✭ 1,263

machine-learning neural-network image-processing arm simd sse neon avx2 avx512 avx powerpc

Fann

Official github repository for Fast Artificial Neural Network Library (FANN)

✭ 1,259

c library neural-network

Lsh deeplearning

Scalable and Sustainable Deep Learning via Randomized Hashing

✭ 85

java deep-learning neural-network parallel-computing

Glove As A Tensorflow Embedding Layer

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

✭ 85

jupyter-notebook tensorflow neural-network gpu word2vec word-embeddings gpu-acceleration glove

Eval On Nn Of Rc

Empirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension

✭ 84

neural-network attention evaluation

Chainer Handson

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

✭ 84

jupyter-notebook deep-learning neural-network chainer

Subsync

Synchronize your subtitles using machine learning