23 results found Sort:

benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
335
2.4k
cc0-1.0
132
A collection of research papers on decision, classification and regression trees with implementations.
cart xgboost catboost lightgbm classifier decision-tree random-forest tree-ensemble regression-tree machine-learning ensemble-learning gradient-boosting decision-tree-model classification-model classification-trees statistical-learning decision-tree-learning decision-tree-classifier gradient-boosting-machine machine-learning-research
Created 2019-05-11
281 commits to master branch, last one 9 months ago
qubvel
classification_models qubvel
307
1.2k
mit
34
Classification models trained on ImageNet. Keras.
vgg keras senet nasnet resnet resnext densenet imagenet xception mobilenet inceptionv3 pretrained-models pretrained-weights imagenet-classifier inception-resnet-v2 classification-model squeeze-and-excitation
Created 2018-05-21
110 commits to master branch, last one 4 years ago
wherobots
GeoTorchAI wherobots
37
487
agpl-3.0
14
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
deepsat st-resnet raster-data deep-learning sequence-models convlstm-pytorch prediction-model satellite-images segmentation-models classification-model deep-neural-networks spatial-data-analysis spatio-temporal-models satellite-classification spatio-temporal-analysis spatio-temporal-prediction
Created 2022-05-23
207 commits to main branch, last one about a year ago
junqiangchen
PytorchDeepLearing junqiangchen
39
239
unknown
5
Meidcal Image Segmentation Pytorch Version
flask vnet3d flask-application segmentation-models classification-model pytorch-implementation unet-image-segmentation
Created 2022-06-20
42 commits to main branch, last one 9 months ago
dominance-analysis
dominance-analysis dominance-analysis
57
155
mit
20
This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal...
r-square dominance predictor keydrivers shapley-value pseudo-r-square feature-selection regression-models dominance-analysis feature-importance feature-engineering logistic-regression multiple-regression relative-importance classification-model dominance-statistics predictor-importance
Created 2018-12-05
515 commits to master branch, last one about a year ago
gyunggyung
PyTorch gyunggyung
57
124
mit
6
PyTorch tutorials A to Z
cnn gpu nlp mnist vision pytorch nn-mnist pytorch-gpu transformers tutorial-code jupyter-notebook pytorch-tutorial cnn-classification classification-model
Created 2017-10-27
67 commits to master branch, last one 2 years ago
ivclab
CPG ivclab
22
119
bsd-3-clause
9
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural...
cpg pytorch age-gender-cnn face-recognition lifelong-learning continual-learning emotion-recognition multi-task-learning classification-model deep-neural-networks
Created 2019-09-10
127 commits to cpg_face branch, last one 3 years ago
Inf-imagine
Sentry Inf-imagine
1
105
unknown
5
[NeurIPS 2023] Sentry-Image: Detect Any AI-generated Images
ai aigc responsible-ai generation-models classification-model
Created 2023-06-06
12 commits to main branch, last one about a year ago
axenhammer
CODAR axenhammer
12
105
mit
5
✅ CODAR is a framework built using PyTorch to analyze post (Text+Media) and predict cyber bullying and offensive content.
bert python dataset grafana mongodb python3 pytorch sih2020 pornography social-media cyber-bullying nsfw-classifier cnn-classification offensive-language classification-model image-classification
Created 2020-08-23
23 commits to master branch, last one 4 years ago
NVIDIA-AI-IOT
ros2_torch_trt NVIDIA-AI-IOT
15
105
mit
6
ROS 2 packages for PyTorch and TensorRT for real-time classification and object detection on Jetson Platforms
ros2 ai-iot jetson pytorch robotics tensorrt real-time resnet-18 deep-learning ssd-mobilenet object-detection classification-model
Created 2020-11-11
64 commits to master branch, last one 4 years ago
cjekel
tindetheus cjekel
20
87
mit
8
Build personalized machine learning models for Tinder using Python
python tinder facenet database facenet-models computer-vision machinelearning machine-learning classification-model
Created 2017-12-16
232 commits to master branch, last one 3 years ago
chrisprasanna
Exercise_Recognition_AI chrisprasanna
16
79
mit
2
Developing a virtual personal fitness tracker and exercise activity recognition A.I. using computer vision and deep learning.
real-time deep-learning computer-vision pose-estimation machine-learning attention-mechanism activity-recognition classification-model lstm-neural-networks human-pose-estimation
Created 2022-07-01
54 commits to main branch, last one 2 years ago
kanchitank
Medibuddy-Smart-Disease-Predictor kanchitank
25
78
mit
1
Multiple disease prediction such as Diabetes, Heart disease, Kidney disease, Breast cancer, Liver disease, Malaria, and Pneumonia using supervised machine learning and deep learning algorithms.
cnn deep-learning neural-networks machine-learning malaria-prediction diabetes-prediction classification-model pneumonia-prediction breast-cancer-prediction heart-disease-prediction liver-disease-prediction kidney-disease-prediction multiple-disease-prediction
Created 2022-06-29
18 commits to main branch, last one 2 years ago
souravs17031999
Retinal_blindness_detection_Pytorch souravs17031999
30
76
unknown
5
Detecting Diabetic Retinopathy using Deep learning algorithm - Convolution neural network (Resnet-152) using PyTorch + GUI + SMS notification
pytorch heidisql resnet-152 tkinter-gui deep-learning neural-network kaggle-competition classification-model retinal-fundus-images diabetic-retinopathy-detection
Created 2019-11-16
65 commits to master branch, last one about a year ago
sukhitashvili
violence-detection sukhitashvili
23
62
unknown
2
Deep learning based algorithm which is capable of detecting violence in indoor or outdoor environments: fight, fire or car crash and even more
deep-learning fire-detection violence-detection classification-model car-accidents-detection
Created 2021-10-03
44 commits to main branch, last one 3 years ago
Camaltra
this-is-not-real-aerial-imagery Camaltra
6
52
apache-2.0
2
Quizz App Using Custom Diffusion Model to create deep fake of Satelite Earth image
u-net docker backend pytorch acc-unet deep-learning computer-vision diffusion-model diffusion-models classification-model deep-neural-networks
Created 2023-11-29
65 commits to main branch, last one 11 months ago
nghuyong
bert-classification-tf-serving nghuyong
23
50
unknown
4
Use BERT to train a classification model and deploy the model by tensorflow serving
bert tensorflow tensorflow-serving classification-model
Created 2019-09-22
3 commits to master branch, last one 3 years ago
aravind-selvam
forest-fire-prediction aravind-selvam
16
49
unknown
1
Project for Predicting Algerian Forest Fires and Fire Weather Index Using Machine Learning with Python.
ml python sklearn data-science jupyter-notebook machine-learning prediction-model flask-application regression-models classification-model
Created 2022-06-01
15 commits to main branch, last one about a year ago
ecm200
caltech_birds ecm200
8
43
unknown
2
A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.
cnn pytorch cub-200-2011 caltech-birds deep-learning machine-learning pytorch-tutorial manifold-learning feature-attribution classification-model deep-neural-networks image-classification activation-maximization
Created 2020-06-20
202 commits to master branch, last one 3 years ago
KingArthur000
Electrical-Fault-detection-and-classification KingArthur000
18
43
unknown
1
A sample power system was modeled using MATLAB Simulink and all six types of faults were introduced into the transmission line of the power system. An ML classifier using 8 types model was implemented...
matlab sklearn electrical-grid classification-model
Created 2021-05-21
12 commits to main branch, last one 3 years ago
Sakib1263
TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt Sakib1263
9
42
mit
3
Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).
demo resnet python3 resnext pipeline seresnet seresnext tensorflow2 deep-learning 1d-convolution 2d-convolution jupyter-notebook keras-tensorflow machine-learning regression-models classification-model
Created 2021-07-21
158 commits to main branch, last one 2 years ago
Hulkido
RCNN Hulkido
15
42
unknown
2
FULL Implementation of RCNN from scratch
iou rcnn keras proper python vision scratch computer notebook proposal detection tensorflow explanation deep-learning implimentation object-detection classification-model
Created 2020-01-29
10 commits to master branch, last one 4 years ago
guidelabs
infembed guidelabs
1
25
bsd-3-clause
4
Find the samples, in the test data, on which your (generative) model makes mistakes.
ml llm ml-ops auditing error-detection slice-discovery interpretable-ai generative-models classification-model
Created 2024-01-21
75 commits to main branch, last one 10 months ago