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binary-classification
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Binary and Categorical Focal loss implementation in Keras.
deep-neural-networks
deep-learning
keras
binary-classification
loss-functions
categorical-cross-entropy
cross-entropy-loss
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Updated
Feb 11, 2022 - Python
Code for Java Deep Learning Cookbook
nlp
machine-learning
reinforcement-learning
time-series
neural-network
linear-regression
regression
cookbook
artificial-intelligence
classification
artificial-neural-networks
machinelearning
deeplearning
nlp-machine-learning
binary-classification
dl4j
deeplearning4j
java-machine-learning
dl4j-tutorials
dl4j-cookbook
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Updated
Oct 13, 2020 - Java
autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines for best precision/recall.
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Updated
Oct 30, 2019 - Python
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
nlp
deep-learning
text-classification
tensorflow
keras
cnn
imdb
convolutional-neural-networks
binary-classification
sentiment-classification
yelp-dataset
multiclass-classification
imdb-dataset
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Updated
Sep 10, 2021 - Jupyter Notebook
2017-CCF-BDCI-企业经营退出风险预测:9th/569 (Top 1.58%)
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Updated
May 30, 2018 - Jupyter Notebook
training
machine-learning
machine-learning-algorithms
ranking
semi-supervised-learning
binary-classification
denoising
learning-with-errors
rank-pruning-algorithm
noise-rates
noisy-learning
mislabeling
learning-with-confident-examples
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Updated
Dec 16, 2019 - Jupyter Notebook
2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)
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Updated
Jan 12, 2019 - Jupyter Notebook
oleg-savko
commented
May 4, 2021
Catboost has a little bit different api and currently EarlyStoppingShapRFECV
throw a error, if I tried to use it:
TypeError: fit() got an unexpected keyword argument 'eval_metric'
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
machine-learning
high-performance-computing
gbdt
data-mining-algorithms
binary-classification
gradient-boosting
regression-algorithms
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Updated
Mar 7, 2020 - C++
2018-腾讯广告算法大赛-相似人群拓展(初赛):10th/1563 (Top 0.64%)
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Updated
Oct 8, 2018 - Python
machine-learning
big-data
apache-spark
logistic-regression
binary-classification
naive-bayes-classification
pyspark-notebook
one-vs-rest
malicious-url-detection
linear-support-vector-machine
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Updated
Jul 24, 2018 - Jupyter Notebook
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
machine-learning
tensorflow
linear-regression
scikit-learn
machine-learning-algorithms
supervised-learning
classification
logistic-regression
support-vector-machine
softmax-regression
binary-classification
nearest-neighbours-classifier
multilayer-perceptron
recurrent-neural-network
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Updated
Feb 9, 2022 - Python
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Updated
Dec 17, 2019 - R
Detecting Autism Spectrum Disorder in Children With Computer Vision - Adapting facial recognition models to detect Autism Spectrum Disorder
children
tensorflow
keras
image-processing
cnn
kaggle
neural-networks
facial-recognition
face-recognition
autism
transfer-learning
bayes
binary-classification
bayesian-statistics
kaggle-dataset
autism-spectrum-disorder
mtcnn
tensorflow-gpu
vgg-face
vggface2
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Updated
Apr 27, 2020 - Python
Practical ML and NLP with examples.
nlp
computer-vision
deep-learning
text-classification
tensorflow
keras
ml
latin
embeddings
convolutional-neural-networks
object-detection
binary-classification
bert
classics
multiclass-classification
frequency-distribution
wikipedia-corpus
probablistic-language
document-deduplication
labeling-data
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Updated
Feb 26, 2022 - Jupyter Notebook
Package provides javascript implementation of linear regression and logistic regression
nodejs
javascript
linear-regression
logistic-regression
mlr
linear-regression-models
binary-classification
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Updated
Nov 23, 2017 - JavaScript
WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets
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Updated
Sep 12, 2021 - Python
Malicious URL detector using keras recurrent networks and scikit-learn classifiers
recurrent-neural-networks
lstm
convolutional-neural-networks
url-detector
binary-classification
malicious-url
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Updated
Feb 26, 2018 - Python
Binary Image Classification in TensorFlow
tensorflow
cnn
image-classification
image-recognition
binary-classification
tensorflow-models
tensorflow-examples
tensorflow-gpu
ready-to-use
tensorflow-classification
binary-image-classification
tensorflow-api
gpu-options
ready-to-run
sess
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Updated
Jan 13, 2019 - Python
Online machine learning algorithms (based on OLL C++ library)
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Updated
Jun 29, 2017 - C++
Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.
deep-learning
ensemble-learning
densenet
convolutional-neural-networks
binary-classification
inception-v3
senet
multi-scale
seresnext
cyclic-learning-rate
skin-lesion-classification
shades-of-gray
tensorflow-keras
color-constancy
efficientnet
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Updated
Oct 27, 2020 - Jupyter Notebook
2018-JData-联通-基于移动网络通讯行为的风险用户识别:Baseline 0.77
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Updated
May 24, 2018 - Python
Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis
natural-language-processing
dataset
binary-classification
bert
automl
zero-shot-learning
multilabel-classification
portuguese-brazilian
toxic-comment-classification
multilingual-models
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Updated
Feb 4, 2022 - Jupyter Notebook
A set of deep learning models for FRB/RFI binary classification.
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Updated
Nov 28, 2021 - Python
Iguanas is a fast, flexible and modular Python package for generating a Rules-Based System (RBS) for binary classification use cases.
rules
data-science
rule-engine
rules-engine
binary-classification
rule-based
rules-based
rule-based-engine
rule-based-classifier
rule-based-system
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Updated
Mar 14, 2022 - Jupyter Notebook
2018-ICC-精品旅行服务成单预测:优胜奖
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Updated
Oct 26, 2018 - Jupyter Notebook
An implementation of the L2-SVM for breast cancer detection using the Wisconsin diagnostic dataset.
machine-learning
tensorflow
optimization
svm
artificial-intelligence
supervised-learning
classification
support-vector-machine
binary-classification
breast-cancer
l2-svm
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Updated
Feb 9, 2022 - Python
Malay Fake News Classification using CNN, BiLSTM, C-LSTM, RCNN, FT-BERT and BERTCNN.
nlp
deep-learning
neural-network
cnn
lstm
neural-networks
classification
fake-news
binary-classification
bert
rcnn
bilstm
bahasa-melayu
malay
bahasa-malaysia
c-lstm
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Updated
Jan 12, 2021 - Jupyter Notebook
Machine learning enabled dropper
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Updated
Mar 2, 2020 - Jupyter Notebook
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larger word sizes (>8 bits) might be useful in some situations: