PHP-ML - Machine Learning library for PHP

#

# classification

## Repositories 2,276

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow
machine-learning
regression
convolutional-neural-networks
logistic-regression
book
reinforcement-learning
autoencoder
linear-regression
classification
clustering

Jupyter Notebook
Updated Jul 17, 2018

Code for Tensorflow Machine Learning Cookbook

all kinds of text classification models and more with deep learning

classification
nlp
fasttext
textcnn
textrnn
tensorflow
multi-label
multi-class
attention-mechanism
text-classification
convolutional-neural-networks
sentence-classification
memory-networks

Python
Updated Nov 18, 2018

Tensorflow tutorial from basic to hard

tensorflow
tensorflow-tutorials
gan
generative-adversarial-network
rnn
cnn
classification
regression
autoencoder
deep-q-network
dqn
machine-learning
tutorial
dropout
neural-network

Python
Updated Sep 30, 2018

Build your neural network easy and fast

neural-network
python
pytorch-tutorial
batch-normalization
cnn
rnn
autoencoder
pytorch
regression
classification
batch
tutorial
dropout
dqn
reinforcement-learning
gan
generative-adversarial-network
machine-learning

Jupyter Notebook
Updated Nov 19, 2018

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

deep-learning
forecasting
machine-learning
classification
series-forecasting
image-classification
awesome-list
awesome
dataset
multi-label-classification

Updated Oct 12, 2018

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Python
Updated Aug 1, 2018

CNN-RNN中文文本分类，基于TensorFlow

Python
Updated Jul 20, 2018

mlr: Machine Learning in R

machine-learning
data-science
tuning
cran
r-package
predictive-modeling
classification
regression
statistics
r
survival-analysis
imbalance-correction
tutorial
mlr
learners
hyperparameters-optimization
feature-selection
multilabel-classification
clustering
stacking

R
Updated Nov 17, 2018

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

inception-resnet
caffe
caffemodel
resnext
imagenet
resnet
inception
dpn
faster-rcnn
classification
detection
segmentation

Python
Updated Mar 22, 2018

A composable Generative Adversarial Network(GAN) with API and command line tool.

《深度学习与计算机视觉》配套代码

computer-vision
book
beginners
example
deep-learning
caffe
mxnet
pytorch
u-net
model-fusion
gan
siamese
adversarial
unet
classification
regression
segmentation
detection
generative

Python
Updated Mar 24, 2018

ThunderSVM: A Fast SVM Library on GPUs and CPUs

C++
Updated Nov 10, 2018

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep …

machine-learning
deep-learning
python
text-analytics
classification
clustering
natural-language-processing
computer-vision
data-science
spacy
nltk
scikit-learn
prophet
time-series-analysis
convolutional-neural-networks
tensorflow
keras
statsmodels
pandas
deep-neural-networks

Jupyter Notebook
Updated Sep 27, 2018

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Python
Updated Jul 18, 2018

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

numpy
statistics
pandas
matplotlib
regression
scikit-learn
classification
principal-component-analysis
clustering
decision-trees
random-forest
dimensionality-reduction
neural-network
deep-learning
artificial-intelligence
data-science
machine-learning
k-nearest-neighbours
naive-bayes

Jupyter Notebook
Updated Nov 17, 2018

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

Python
Updated Nov 6, 2018

MLBox is a powerful Automated Machine Learning python library.

machine-learning
auto-ml
kaggle
deep-learning
stacking
pipeline
optimization
preprocessing
encoding
prediction
distributed
xgboost
drift
classification
regression
lightgbm
keras
automated-machine-learning
automl
data-science

Python
Updated Sep 18, 2018

An open source framework for deep learning on satellite and aerial imagery.

deep-learning
tensorflow
computer-vision
remote-sensing
geospatial
object-detection
semantic-segmentation
classification
machine-learning

Python
Updated Nov 16, 2018

PointCNN: Convolution On X-Transformed Points (NIPS 2018)

pointcloud
convolutional-neural-networks
deep-neural-networks
machine-learning
autonomous-driving
segmentation
point-cloud
scannet
shapenet
classification
robotics

Python
Updated Nov 2, 2018

Deep neural network framework for multi-label text classification

neural-network
nlp
deep-learning
word2vec
classification
multi-label-classification
machine-learning
prediction

Python
Updated Oct 2, 2018

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

gan
adversarial-networks
arxiv
neural-network
unsupervised-learning
adversarial-nets
image-synthesis
deep-learning
generative-adversarial-network
medical-imaging
tensorflow
pytorch
paper
cgan
ct-denoising
segmentation
medical-image-synthesis
reconstruction
detection
classification

Python
Updated Oct 3, 2018

Classification with PyTorch.

classification
cifar10
cifar100
imagenet
pytorch
resnet
resnext
wide-residual-networks
wrn
densenet
preresnet

Python
Updated Jun 1, 2018

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID comp…

detection
video
yolo
tensorflow
inception
imagenet
object-detection
classification
tensorbox
dataset

Python
Updated Aug 13, 2017

Python
Updated Mar 13, 2017

Curated Tensorflow code resources to help you get started with Deep Learning.

tensorflow
tensorflow-examples
machine-learning
artificial-neural-networks
convolutional-networks
regression
classification
deep-learning
tensorflow-resources
prediction
ai

Python
Updated Sep 25, 2017