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scikit-learn

machine-learning
python
data-science
deep-learning
tensorflow
automl
numpy
matplotlib
pandas
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automated-machine-learning
nlp
ml
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logistic-regression
svm
jupyter-notebook
keras
onnx
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computer-vision
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scipy
feature-engineering
hyperparameter-optimization
model-selection
algorithms
tutorial
linear-algebra
infographics
siraj-raval-challenge

Avik-Jain/100-Days-Of-ML-Code
580日前42.7k

100 Days of ML Coding

python
tutorial
machine-learning
scikit-learn
linear-algebra
machine-learning-algorithms
infographics
siraj-raval-challenge
siraj-raval
implementation
100-days-of-code-log
100daysofcode
logistic-regression
naive-bayes-classifier
linear-regression
svm

jakevdp/PythonDataScienceHandbook
580日前40.9k

Python Data Science Handbook: full text in Jupyter Notebooks

python
numpy
jupyter-notebook
scikit-learn
matplotlib
pandas

apachecn/ailearning
579日前37.5k

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

svd
sklearn
nlp
fp-growth
apriori
mahchine-leaning
naivebayes
adaboost
kmeans
pca
logistic
recommendedsystem
scikit-learn
deeplearning
svm
regression

donnemartin/data-science-ipython-notebooks
580日前26.1k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning
python
aws
data-science
machine-learning
scikit-learn
tensorflow
spark
big-data
theano
caffe
kaggle
mapreduce
hadoop
matplotlib
pandas

ageron/handson-ml
580日前25.1k

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

deep-learning
python
jupyter-notebook
machine-learning
scikit-learn
tensorflow
ml
deprecated
distributed
neural-network

onnx/onnx
579日前16.4k

Open standard for machine learning interoperability

deep-learning
mxnet
dnn
machine-learning
scikit-learn
tensorflow
ml
pytorch
keras
deep-neural-networks
neural-network
onnx

ml-tooling/best-of-ml-python
580日前15.1k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

deep-learning
data-analysis
nlp
python
data-visualization
data-science
machine-learning
scikit-learn
tensorflow
transformer
ml
pytorch
keras
data-visualizations
automl
jax

virgili0/Virgilio
581日前13.5k

Your new Mentor for Data Science E-Learning.

nlp
machine-vision
study
studypath
learning-python
python
machine-learning
scikit-learn
tensorflow
guide
path
statistics
guidelines
computer-vision
datascience
learning

rasbt/python-machine-learning-book
580日前12.1k

The "Python Machine Learning (1st edition)" book code repository and info resource

python
data-science
machine-learning
scikit-learn
machine-learning-algorithms
data-mining
neural-network
logistic-regression

microsoft/onnxruntime
579日前12.0k

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

deep-learning
ai-framework
machine-learning
scikit-learn
tensorflow
hardware-acceleration
neural-networks
pytorch
onnx

dask/dask
579日前11.8k

Parallel computing with task scheduling

scipy
dask
pydata
python
numpy
scikit-learn
pandas

EpistasisLab/tpot
580日前9.4k

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

feature-engineering
python
gradient-boosting
random-forest
parameter-tuning
automated-machine-learning
aiml
alzheimer
alzheimers
data-science
machine-learning
scikit-learn
automation
automl
hyperparameter-optimization
model-selection

Yorko/mlcourse.ai
580日前9.3k

Open Machine Learning Course

data-analysis
scipy
seaborn
kaggle-inclass
vowpal-wabbit
ipynb
python
numpy
docker
data-science
machine-learning
scikit-learn
matplotlib
pandas
algorithms
plotly

ljpzzz/machinelearning
579日前8.0k

My blogs and code for machine learning. http://cnblogs.com/pinard

reinforcementlearning
scikit-learn
algorithms
machinelearning

automl/auto-sklearn
579日前7.3k

Automated Machine Learning with scikit-learn

automated-machine-learning
hyperparameter-tuning
bayesian-optimization
metalearning
meta-learning
smac
scikit-learn
automl
hyperparameter-search
hyperparameter-optimization

sktime/sktime
579日前7.2k

A unified framework for machine learning with time series

forecasting
time-series-classification
time-series-regression
time-series-analysis
data-science
hacktoberfest
machine-learning
scikit-learn
data-mining
time-series

rasbt/python-machine-learning-book-2nd-edition
581日前7.0k

The "Python Machine Learning (2nd edition)" book code repository and info resource

deep-learning
python
data-science
machine-learning
scikit-learn
tensorflow

alteryx/featuretools
580日前7.0k

An open source python library for automated feature engineering

feature-engineering
python
automated-machine-learning
automated-feature-engineering
data-science
machine-learning
scikit-learn
automl

autogluon/autogluon
579日前6.8k

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

deep-learning
automated-machine-learning
structured-data
gluon
transfer-learning
autogluon
data-science
machine-learning
scikit-learn
tabular-data
computer-vision
object-detection
pytorch
automl
natural-language-processing
ensemble-learning

DistrictDataLabs/yellowbrick
579日前4.2k

Visual analysis and diagnostic tools to facilitate machine learning model selection.

python
anaconda
machine-learning
scikit-learn
visualizer
visualization
matplotlib
model-selection
visual-analysis
estimator

BayesWitnesses/m2cgen
580日前2.7k

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

php
python
r
lightning
c
csharp
go
java
javascript
machine-learning
scikit-learn
dartlang
statistical-learning
xgboost
lightgbm
statsmodels

MilesCranmer/PySR
579日前1.6k

High-Performance Symbolic Regression in Python and Julia

python
algorithm
numpy
data-science
julia
machine-learning
scikit-learn
distributed-systems
automl
symbolic-regression
genetic-algorithm
interpretable-ml
explainable-ai
symbolic
evolutionary-algorithms
equation-discovery