A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

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Awesome Deep Learning For Chinese

最全的中文版深度学习资源索引，包括论文，慕课，开源框架，数据集等等

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Neural Fortran

A parallel neural net microframework

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Image generator

DCGAN image generator 🖼️.

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Elf

An End-To-End, Lightweight and Flexible Platform for Game Research

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Diffai

A certifiable defense against adversarial examples by training neural networks to be provably robust

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Faststyle

Tensorflow implementation of fast neural style transfer.

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Rusty sr

Deep learning superresolution in pure rust

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2048 Deep Reinforcement Learning

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

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Handpose

A python program to detect and classify hand pose using deep learning techniques

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Relation Classification Using Bidirectional Lstm Tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

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Cnn Exposed

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

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Map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

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Capsnet Traffic Sign Classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

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Neural Nets

Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course

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Improved Dynamic Memory Networks Dmn Plus

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

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Blog

Technical blog repo of metaflow

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Fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

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Primitiv

A Neural Network Toolkit.

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Cython Blis

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

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Ntu hylee machinelearning homework

作業分享：台大李宏毅 (Hung-Yi Lee) 教授的Machine Learning (2016, Fall)

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Computelibrary

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

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Awesome Ai

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

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One

On-device Neural Engine

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Dana

Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel

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Deep Crf

An implementation of Conditional Random Fields (CRFs) with Deep Learning Method

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Machine learning

Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.

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Jstarcraft Ai

目标是提供一个完整的Java机器学习(Machine Learning/ML)框架,作为人工智能在学术界与工业界的桥梁. 让相关领域的研发人员能够在各种软硬件环境/数据结构/算法/模型之间无缝切换. 涵盖了从数据处理到模型的训练与评估各个环节,支持硬件加速和并行计算,是最快最全的Java机器学习库.

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Machine Learning Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

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Fakeimagedetection

Fake Image Detection Using Machine Learning

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Go Perceptron Go

A single / multi layer / recurrent neural network written in Golang.

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Ecg Arrhythmia Classification

ECG arrhythmia classification using a 2-D convolutional neural network