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36 search results found

Gorgonia ⭐ 5,330

Gorgonia is a library that helps facilitate machine learning in Go.

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Deep Learning From Scratch ⭐ 250

Six snippets of code that made deep learning what it is today.

Hands On Deep Learning Algorithms With Python ⭐ 241

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Deep Learning Dynamics Paper List ⭐ 183

This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.

Backprop ⭐ 180

Heterogeneous automatic differentiation ("backpropagation") in Haskell

Awesome Machine Learning Deep Learning Mathematics ⭐ 110

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

Distributeddeeplearningreads ⭐ 105

Papers and blogs related to distributed deep learning

Deep Learning Coursera ⭐ 102

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Nn Scratch ⭐ 74

Coding up a Neural Network Classifier from Scratch

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

Machine Learning In Python Workshop ⭐ 54

My workshop on machine learning using python language to implement different algorithms

Image Classifier ⭐ 53

Final Project of the Udacity AI Programming with Python Nanodegree

Optimizing Chemical Reactions with Deep Reinforcement Learning

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)

Swift Tensor Extensions for Machine-learning

NTK reading group

Mathematics For Machine Learning And Data Science Specialization ⭐ 25

Non-credit online course by DeepLearning.AI

Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"

Visualizing_momentum ⭐ 23

Visualizing Gradient Descent with Momentum in Python

Introdlpython ⭐ 22

This repository is updated by a number of introductory projects to deep learning with Python.

Machine Learning Research Papers ⭐ 22

Collection of machine learning research paper references

Minimalistic Multiple Layer Neural Network From Scratch In Python ⭐ 21

Minimalistic Multiple Layer Neural Network from Scratch in Python.

Pydata London 2018 ⭐ 20

Slides and notebooks for my tutorial at PyData London 2018

Gradient Descent Algorithms ⭐ 19

A collection of various gradient descent algorithms implemented in Python from scratch

Cs224n Nlp With Deep Learning ⭐ 17

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018

Machine Learning Framework

Deeplearningbasics ⭐ 15

深度学习数学、模型结构和基础应用

Deep Learning ⭐ 13

Deep Learning section of the Algorithms in Machine Learning class at ISAE-Supaero

Neural Networks Py ⭐ 12

Core neural networks framework supporting to build multilayer perceptron

Intro_to_dl_tutorial ⭐ 11

Material for introduction to Deep Learning Tutorials, Summer '20, '21

Nim Rmad ⭐ 10

Autograd (backpropagation, reverse-mode auto differentiation) in Nim

AdaX: Adaptive Gradient Descent with Exponential Long Term Momery

Deepneuralnetwork ⭐ 10

Deep neural network implemented in Java from scratch, without using library/framework.

Repository for Leader Stochastic Gradient Descent for Distributed Training of Deep Learning Models

Digit Recognizer ⭐ 8

A project I made to practice my newfound Neural Network knowledge - I used Python and Numpy to train a network to recognize MNIST images. Adam and mini-batch gradient descent implemented

Neural network from scratch in Python using Numpy

Awesome Optimizers ⭐ 7

Neural Network optimizers implemented from scratch in numpy (Adam, Adadelta, RMSProp, SGD, etc.)

Fast Ai Study ⭐ 6

fast ai study 아카이빙을 위해 만들어졌습니다

Learning_to_learn ⭐ 6

Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016

Dpsgd Optimizer ⭐ 5

Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training.

Bayesian Gradient Descent Algorithm Model for TensorFlow

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1-36 of 36 search results

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