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87 search results found

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Pytorch Examples ⭐ 4,170

Simple examples to introduce PyTorch

Machine Learning Experiments ⭐ 1,552

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Ilearndeeplearning.py ⭐ 1,291

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

Awesome Jax ⭐ 1,156

JAX - A curated list of resources https://github.com/google/jax

Numpycnn ⭐ 531

Building Convolutional Neural Networks From Scratch using NumPy

Deep Belief Network ⭐ 401

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

Convolutional_neural_network ⭐ 337

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

Python Neural Network ⭐ 278

This is an efficient implementation of a fully connected neural network in NumPy. The network can be trained by a variety of learning algorithms: backpropagation, resilient backpropagation and scaled conjugate gradient learning. The network has been developed with PYPY in mind.

Neural Network From Scratch ⭐ 211

Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?

Rnn_lstm_from_scratch ⭐ 142

How to build RNNs and LSTMs from scratch with NumPy.

Numpy Cnn ⭐ 127

A numpy-only implementation of a Convolutional Neural Network, from the ground up.

Numpyann ⭐ 95

Implementation of Artificial Neural Networks using NumPy

Neural Network From Scratch ⭐ 91

A Neural Network implemented from scratch (using only numpy) in Python.

Cityseer Api ⭐ 81

Computational tools for urban analysis

Pythonic_ocr ⭐ 66

A convolutional neural network implemented in pure numpy.

Theoretical Proof Of Neural Network Model And Implementation Based On Numpy ⭐ 66

This resource implements a deep neural network through Numpy, and is equipped with easy-to-understand theoretical derivation, mainly for the in-depth understanding of neural networks. 神经网络模型的理论证明与基于Numpy的实现。

Ai Chatbot ⭐ 55

AI Chatbot using Dynamic Memory Network in Keras.

Nn_from_scratch ⭐ 54

Multilayer Neural Network using numpy.

Image Classifier ⭐ 53

Final Project of the Udacity AI Programming with Python Nanodegree

Pure Numpy Feedfowardnn ⭐ 51

Simple feedforward neural network class written in pure python+numpy

Rnn From Scratch ⭐ 38

A Recurrent Neural Network implemented from scratch (using only numpy) in Python.

A Lightweight & Flexible Deep Learning (Neural Network) Framework in Python

Dbn Cuda ⭐ 34

GPU accelerated Deep Belief Network

Atoms In Molecules Neural Network Potential

Windows port of PyTorch. Alpha quality

Numpy Rnn ⭐ 29

numpy implementation of Recurrent Neural Network

Simple implementation of neural networks in python

Nothingbutnumpy ⭐ 28

This repo is part of a series of blog post titled "Nothing but NumPy"

Dnn_from_scratch_py ⭐ 28

Hello_nn ⭐ 28

Some of my simple neural networks

Neural Network With Python ⭐ 25

A neural network with 3 layers made with just numpy as dependency

Tensorshare ⭐ 25

🤝 Trade any tensors over the network

Numpy_neural_net ⭐ 24

A simple neural network (multilayer perceptron) with backpropagation implemented in Python with NumPy

Neural Networks ⭐ 24

Implemented Convolutional Neural Network, LSTM Neural Network, and Neural Network From Scratch in Python Language.

Instant Espresso ⭐ 24

Deep Learning Inference in 35 Lines of Python

Numpy_neural_network ⭐ 21

Construct a neural network frame by Numpy

Naivecnn ⭐ 20

A naive (very simple!) implementation of a convolutional neural network

Shape Recognition ⭐ 20

Neural Network to detect 2D shapes

Numpynet ⭐ 20

Approachable neural net implementation in pure numpy

Optical character recognition using neural network. Implemented with Python and its libraries Numpy and OpenCV.

Pure Python/NumPy neural network library extending MyGrad

Connectionism ⭐ 19

Teaching metarials for connectionism block practical.

Deep Learning Study ⭐ 18

Nn From Scratch ⭐ 17

⭐ Implementation of Neural Networks from Scratch Using Python & Numpy ⭐

Generalized Regression Neural Networks Library From Scratch ⭐ 16

Generalized Regression Neural Networks estimates using the weighted averages of the outputs of the training data set. (With Gaussian kernel and Euclidean distance)

Python Tensorflow Webapp ⭐ 16

Emerging Technologies Project - 4th Year 2017

Graph Analisys library based on Python / NumPy

Deeplearning Notebooks ⭐ 15

Deep Learning Notebooks Implements by TensorFlow, Python + numpy

Neural Networks ⭐ 15

ICDSS Machine Learning Workshop Series: Neural Networks

Pytorch Unattached ⭐ 14

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Adam Vs Sgd Numpy ⭐ 14

A 3-layer neural network with SGD and Adam optimizers built from scratch with numpy.

Backend_learning_notes ⭐ 13

后端学习笔记，本项目存放了一些我阅读有关的技术类的书籍和部分源码阅读的笔记整理。涉及范围包括后端开发中的计算机学科基础知识、高级语言的基础知识、源码阅读笔记、数据库知识、数据挖掘知 :-D

Deep Neural Networks For Baseball ⭐ 13

A repository to follow along with Andrew Trask's "Grokking Deep Learning" by modelling baseball statistics using various architectures of neural networks built from scratch.

Toeffipy ⭐ 13

ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

Recurrentneuralnetwork ⭐ 11

Recurrent Neural Network from scratch using Python and Numpy

Neuralnets ⭐ 11

🤖 bare-bones implementation of a neural network with numpy

Pytorch Coriander ⭐ 11

OpenCL build of pytorch - (in-progress, not useable)

A simple python package for Neural Network based on numpy

Snakegame ⭐ 10

A neural networks based snake game

Bayesian neural networks using Numpy and Scipy

Ddpg_numpy_only ⭐ 9

Implemenation of DDPG with numpy only (without Tensorflow)

Mnist Neural Network ⭐ 9

Simple Python neural network for handwritten digits classification in pure Numpy

Connectivity Search Analyses ⭐ 8

hetnet connectivity search research notebooks (previously hetmech)

a numpy implementation of Graph Convolutional Networks

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

Bits F312 ⭐ 8

Neural Networks and Fuzzy Logic - BITS Goa

Digit Recognition ⭐ 8

Training an ANN and a CNN to recognize handwritten digits using back-propagation algorithm on MNIST data-set

Neural Network Decision Boundary ⭐ 8

Deeplearning.ai Coursera ⭐ 7

This repository contains programming assignments and research paper refrenced in the deeplearning.ai specialization by Andrew-Ng on Coursera.

Neural Network Using Numpy ⭐ 7

3 level Neural network in Python using just numpy

Fully Connected Nn ⭐ 7

The fully connected neural network implemented in Numpy, from scratch, in Tensorflow and in Keras. The bonus code: Implementation of many different activation functions, in python, weight inits.

Neuralnets Pure Python ⭐ 7

Nice place to start seeing matrices shapes ! Great place for beginners to understand neural networks computation

Numpy_cnn ⭐ 7

Implement Neural Network only with Numpy

Neural Networks From Scratch ⭐ 7

Building neural networks with NumPy

Neural network from scratch in Python using Numpy

Mr_london ⭐ 6

A LSTM recurrent neural network implemented in pure numpy

Tensorflow Lrp ⭐ 6

Exercise Breast Cancer ⭐ 5

Python feed-forward neural network to predict breast cancer. Trained using stochastic gradient descent in combination with backpropagation.

Networkvisualization ⭐ 5

A tool to visualize computer networks

Neural Networks In Numpy ⭐ 5

How define, train and use a neural network using only numpy.

Isbi 2020 Lits_hybrid_comp_net ⭐ 5

Automatic differentiation deep neural network framework.

Neural Network In Python Using Numpy ⭐ 5

This is the implementation of a fully customizable neural network with arbitrary no. of hidden layers using only Numpy and no other builtin library in Python.

Influencer ⭐ 5

Algorithm to find influencer in multilayer network.

Step By Step Neural Network ⭐ 5

step-by-step, implement a neural network with python and numpy to recognize handwritten number

Out-of-the-box framework for Echo State Networks

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