27 results found Sort:

codeplea
genann codeplea
238
2.0k
zlib
88
simple neural network library in ANSI C
c ann ansi tiny neural neurons hidden-layers neural-network backpropagation neural-networks genetic-algorithm artificial-neural-networks
Created 2016-02-09
56 commits to master branch, last one 3 years ago
coreylowman
dfdx coreylowman
98
1.7k
other
34
Deep learning in Rust, with shape checked tensors and neural networks
gpu cuda rust cudnn tensor autodiff autograd rust-lang cuda-kernels cuda-support cuda-toolkit deep-learning gpu-computing neural-network backpropagation gpu-acceleration machine-learning autodifferentiation deep-neural-networks
Created 2021-10-12
890 commits to main branch, last one 10 months ago
patrikeh
go-deep patrikeh
65
537
mit
21
Artificial Neural Network
golang regression deep-learning classification neural-network backpropagation
Created 2017-12-09
87 commits to master branch, last one about a year ago
lijqhs
deeplearning-notes lijqhs
129
448
mit
8
Notes for Deep Learning Specialization Courses led by Andrew Ng.
cnn notes summary coursera andrew-ng algorithms statistics tensorflow overfitting data-science deeplearning bias-variance data-analysis deep-learning neural-network backpropagation sequence-models machine-learning hyperparameter-optimization
Created 2020-12-19
13 commits to main branch, last one 2 years ago
snrazavi
Machine_Learning_2018 snrazavi
105
211
unknown
30
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
pca python clustering regression classification backpropagation neural-networks gradient-descent machine-learning anomaly-detection linear-regression recommender-system logistic-regression supervised-learning support-vector-machines dimensionality-reduction unsupervised-machine-learning
Created 2018-10-16
94 commits to master branch, last one 3 years ago
mstksg
backprop mstksg
22
181
bsd-3-clause
17
Heterogeneous automatic differentiation ("backpropagation") in Haskell
graph backprop deep-learning neural-network backpropagation gradient-descent automatic-differentiation
Created 2017-02-22
460 commits to master branch, last one 4 months ago
MorvanZhou
npnet MorvanZhou
32
164
mit
8
Build neural networks based only on Numpy
layer numpy simple neural-network backpropagation
Created 2018-10-26
25 commits to main branch, last one about a year ago
ADGEfficiency
teaching-monolith ADGEfficiency
31
146
unknown
1
Data science teaching materials
git bash numpy python statistics backpropagation teaching-materials test-driven-development neural-networks-from-scratch
Created 2019-07-09
110 commits to master branch, last one about a month ago
differential-machine-learning
notebooks differential-machine-learning
51
138
unknown
15
Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation det...
aad pricing notebooks tensorflow derivatives deep-learning risk-magazine backpropagation risk-management machine-learning regression-models quantitative-finance computational-finance automatic-differentiation
Created 2019-12-16
196 commits to master branch, last one 2 years ago
DataForScience
DeepLearning DataForScience
108
137
mit
14
Deep Learning From Scratch
mnist tutorial perceptron deep-learning backpropagation machine-learning linear-regression learning-algorithm logistic-regression
Created 2019-04-18
34 commits to master branch, last one about a year ago
Ameobea
neural-network-from-scratch Ameobea
12
125
unknown
6
A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs
rust simd wasm webassembly wasm-bindgen neural-network backpropagation neural-networks gradient-descent data-visualization neural-networks-from-scratch
Created 2021-07-29
29 commits to main branch, last one about a month ago
aditya9211
Blur-and-Clear-Classification aditya9211
24
122
unknown
7
Classifying the Blur and Clear Images
ann python neural-nets clear-images median-filter softmax-layer blur-detection blurred-images neural-network backpropagation computer-vision neural-networks grayscale-images image-processing machine-learning laplace-smoothing image-classification classification-algorithm artificial-neural-networks stochastic-gradient-descent
Created 2017-07-11
62 commits to master branch, last one 4 years ago
MikhailKravets
NeuroFlow MikhailKravets
20
115
mit
7
Awesome deep learning crate
nn rust deep-learning neural-network backpropagation machine-learning neural-network-rust
Created 2017-06-22
203 commits to master branch, last one about a year ago
RubixML
Sentiment RubixML
13
108
mit
8
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
php imdb php-ml tf-idf dataset tutorial deep-learning neural-network text-sentiment backpropagation example-project gradient-descent machine-learning sentiment-analysis text-classification php-machine-learning multi-layer-perceptron sentiment-classification machine-learning-tutorial natural-language-processing
Created 2018-12-09
57 commits to master branch, last one about a year ago
pvlachas
RNN-RC-Chaos pvlachas
35
89
unknown
1
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
rc esn rnn chaos rnn-gru rnn-lstm lorenz-3d lorenz-96 forecasting rnn-tensorflow backpropagation reservoir-computer echo-state-networks reservoir-computing kuramoto-sivashinsky recurrent-neural-networks
Created 2020-02-22
26 commits to master branch, last one 3 years ago
davidalbertonogueira
MLP davidalbertonogueira
20
76
other
7
Simple multilayer perceptron c++ implementation.
mlp perceptron backpropagation machine-learning multilayer-perceptron-network
Created 2016-01-16
33 commits to master branch, last one 9 days ago
shantanu1109
Coursera-Imperial-College-of-London-Mathematics-For-Machine-Learning-Specialization shantanu1109
39
71
mit
1
This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel ...
hessian sandpit jacobian lagrange eigenvalues eigenvectors gram-schmidt taylor-series linear-algebra newton-raphson backpropagation neural-networks linear-regression pagerank-algorithm multivariate-calculus transformation-matrix
Created 2022-08-08
167 commits to main branch, last one about a year ago
Lucifier129
simple-machine-learning-demo Lucifier129
3
64
mit
6
simple machine learning demo
neural-network backpropagation gradient-descent machine-learning
Created 2017-11-17
26 commits to master branch, last one about a year ago
jgvfwstone
ArtificialIntelligenceEngines jgvfwstone
15
59
mit
11
Computer code collated for use with Artificial Intelligence Engines book by JV Stone
gan learning perceptron deeplearning deep-learning backpropagation neural-networks machine-learning boltzmann-machine reinforcement-learning artificial-intelligence hopfield-neural-network variational-autoencoders perceptron-neural-networks
Created 2019-02-21
279 commits to master branch, last one 2 years ago
v-iashin
CS231n v-iashin
9
51
unknown
2
PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
lstm numpy pytorch solutions assignment tensorflow deep-learning sgd-optimizer adam-optimizer neural-network style-transfer svm-classifier backpropagation computer-vision jupyter-notebook machine-learning stanford-university recurrent-neural-networks convolutional-neural-networks generative-adversarial-network
Created 2018-04-08
40 commits to master branch, last one 3 years ago
ahsan-83
Deep-Learning-Specialization-Coursera ahsan-83
17
44
unknown
1
Deep Learning Specialization course offered by DeepLearning.AI on Coursera
coursera tensorflow ml-strategy segmentation deep-learning neural-network backpropagation face-recognition object-detection trasnfer-learning python-programming hyperparameter-tuning andrew-ng-deep-learning mathematical-optimization convolutional-neural-networks
Created 2023-01-22
50 commits to main branch, last one about a year ago
jeshraghian
QSNNs jeshraghian
5
36
other
3
Quantization-aware training with spiking neural networks
snn neural spiking networks neuroscience quantization deep-learning backpropagation spiking-neural-networks quantization-aware-training
Created 2022-01-03
8 commits to main branch, last one 2 years ago
CMU-IDeeL
new_grad CMU-IDeeL
11
35
unknown
3
A new lightweight auto-differentation library that directly builds on numpy. Used as a homework for CMU 11785/11685/11485.
autodiff autograd deeplearning deep-learning backpropagation neural-networks machine-learning
Created 2021-02-28
46 commits to main branch, last one 2 years ago
eduardoleao052
Transformer-from-scratch eduardoleao052
0
32
mit
3
Educational Transformer from scratch (no autograd), with forward and backprop.
transformer backpropagation natural-language-processing
Created 2023-11-29
276 commits to main branch, last one 7 months ago
jundaf2
eigenMHA jundaf2
4
27
unknown
2
Forward and backward Attention DNN operators implementationed by LibTorch, cuDNN, and Eigen.
dnn cuda cudnn pytorch cudnn-v8 inference backpropagation
Created 2023-02-26
71 commits to cudnn branch, last one about a year ago
noway
yagrad noway
2
25
mit
2
yet another scalar autograd engine - featuring complex numbers and fixed DAG
autograd gradient tinygrad micrograd neural-network backpropagation complex-numbers gradient-descent machine-learning multilayer-perceptron
Created 2024-03-18
3 commits to main branch, last one 8 months ago
TheKidPadra
DeepLearning.AI-Deep-Learning-Specialization TheKidPadra
12
24
mit
2
This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI
coursera andrew-ng assignment tensorflow transformers deep-learning specialization backpropagation deeplearning-ai inductive-transfer python-programming hyperparameter-tuning recurrent-neural-network artificial-neural-network mathematical-optimization neural-network-architecture convolutional-neural-network
Created 2023-05-03
96 commits to main branch, last one 9 months ago