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pypi.org "feature-selection" keyword

Top 9.5% on pypi.org
upgini 1.1.284 💰
Intelligent data search & enrichment for Machine Learning
702 versions - Latest release: 1 day ago - 1 dependent repositories - 9.01 thousand downloads last month - 290 stars on GitHub - 3 maintainers
selective 1.1.2
feature selection library
5 versions - Latest release: 5 months ago - 2 dependent repositories - 103 downloads last month - 56 stars on GitHub - 4 maintainers
Top 8.5% on pypi.org
zoofs 0.1.26
zoofs is a Python library for performing feature selection using an variety of nature inspired wr...
26 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 253 downloads last month - 234 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
skrebate 0.3.4
Relief-based feature selection algorithms
13 versions - Latest release: about 7 years ago - 8 dependent packages - 51 dependent repositories - 4.43 thousand downloads last month - 394 stars on GitHub - 4 maintainers
sliced 0.7.0
Toolbox for sufficient dimension reduction (SDR).
6 versions - Latest release: almost 6 years ago - 1 dependent package - 1 dependent repositories - 5.51 thousand downloads last month - 19 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
sklearn-genetic-opt 0.10.1
Scikit-lean models hyperparameters tuning, using evolutionary algorithms
30 versions - Latest release: about 1 year ago - 1 dependent package - 4 dependent repositories - 1.52 thousand downloads last month - 273 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
lofo-importance 0.3.4
Leave One Feature Out Importance
14 versions - Latest release: 4 months ago - 2 dependent packages - 9 dependent repositories - 3.96 thousand downloads last month - 796 stars on GitHub - 1 maintainer
Top 7.6% on pypi.org
powershap 0.0.11
Feature selection using statistical significance of shap values
15 versions - Latest release: 13 days ago - 1 dependent package - 2 dependent repositories - 17.8 thousand downloads last month - 179 stars on GitHub - 2 maintainers
Top 4.2% on pypi.org
mrmr-selection 0.2.8
minimum-Redundancy-Maximum-Relevance algorithm for feature selection
9 versions - Latest release: 11 months ago - 5 dependent packages - 3 dependent repositories - 34 thousand downloads last month - 474 stars on GitHub - 1 maintainer
metaheuristicsfs 0.0.8
Implementation of metaheuristic algorithms for machine learning feature selection. Companion libr...
8 versions - Latest release: 9 months ago - 128 downloads last month - 1 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
itmo-fs 0.3.3
Python Feature Selection library from ITMO University.
5 versions - Latest release: almost 4 years ago - 1 dependent package - 1 dependent repositories - 1.97 thousand downloads last month - 133 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
feature-engine 1.7.0 💰
Feature engineering and selection package with Scikit-learn's fit transform functionality
39 versions - Latest release: about 2 months ago - 89 dependent packages - 437 dependent repositories - 133 thousand downloads last month - 1,633 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
evalml 0.83.0
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
86 versions - Latest release: 3 months ago - 4 dependent packages - 12 dependent repositories - 6.77 thousand downloads last month - 705 stars on GitHub - 5 maintainers
desbordante 2.0.0
Science-intensive high-performance data profiler
3 versions - Latest release: 29 days ago - 1 dependent package - 138 downloads last month - 61 stars on GitHub - 1 maintainer
arfs 2.2.6 💰
All Relevant Feature Selection and Maximal Relevant minimal redundancy FS
57 versions - Latest release: 8 days ago - 1 dependent package - 1 dependent repositories - 2.43 thousand downloads last month - 96 stars on GitHub - 1 maintainer
atlantic 1.1.25
Atlantic is an automated preprocessing framework for Supervised Machine Learning
39 versions - Latest release: 4 months ago - 2 dependent packages - 141 downloads last month - 10 stars on GitHub - 1 maintainer
gbfs 0.2.1
Graph-Based Feature-Selection Algorithms
4 versions - Latest release: 3 days ago - 155 downloads last month - 7 stars on GitHub - 1 maintainer
maxjoshua 0.4.3 💰
Feature selection for hard voting classifier and NN sparse weight initialization.
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 26 downloads last month - 1 stars on GitHub - 1 maintainer
binsel 0.3.2 💰
Feature selection for Hard Voting classifier
10 versions - Latest release: almost 2 years ago - 1 dependent repositories - 34 downloads last month - 1 stars on GitHub - 1 maintainer
featuristic 1.1.0
Genetic algorithms for automated feature engineering and feature selection
5 versions - Latest release: about 1 month ago - 66 downloads last month - 0 stars on GitHub - 1 maintainer
sofes 0.0.1
A python package for prototype-based soft feature selection
1 version - Latest release: 6 months ago - 7 downloads last month - 1 stars on GitHub - 1 maintainer
ffselect 0.0.1
Fast feature subset selection library
1 version - Latest release: 8 months ago - 4 downloads last month - 0 stars on GitHub - 1 maintainer
deepfastmlu 0.1
Machine learning utilities to help speed up your prototyping process.
1 version - Latest release: 8 months ago - 3 downloads last month - 6 stars on GitHub - 1 maintainer
nafes 0.0.3
A python project for prototype-based feature selection
3 versions - Latest release: 6 months ago - 21 downloads last month - 2 stars on GitHub - 1 maintainer
aaanalysis 0.1.5
Python framework for interpretable protein prediction
6 versions - Latest release: 27 days ago - 267 downloads last month - 27 stars on GitHub - 1 maintainer
autofeatselect 0.1.5
Automated Feature Selection & Feature Importance Calculation Framework
6 versions - Latest release: 8 months ago - 798 downloads last month - 41 stars on GitHub - 1 maintainer
gcrnet 1.0.3
A Python library for sparse-input neural networks using group concave regularization
4 versions - Latest release: 11 months ago - 12 downloads last month - 92 stars on GitHub - 1 maintainer
target-permutation-importances 2.1.0
Compute (Target) Permutation Importances of a machine learning model
23 versions - Latest release: 5 months ago - 148 downloads last month - 12 stars on GitHub - 1 maintainer
mafese 0.1.9
MAFESE: Metaheuristic Algorithm for Feature Selection - An Open Source Python Library
10 versions - Latest release: 9 months ago - 242 downloads last month - 44 stars on GitHub - 1 maintainer
gsbfs 0.0.1
Gram-Schmidt Boruta Feature Selection.
1 version - Latest release: about 1 year ago - 10 downloads last month - 1 stars on GitHub - 1 maintainer
nas-ga 0.0.4
Feature Selection using Genetic Algorithm (DEAP Framework)
4 versions - Latest release: about 1 year ago - 34 downloads last month - 347 stars on GitHub - 1 maintainer
roughset 0.3.0
A Python library that provides a set of tools to calculate rough sets and obtain reduct rules.
3 versions - Latest release: about 2 months ago - 42 downloads last month - 8 stars on GitHub - 1 maintainer
cognitivefactory-features-maximization-metric 1.0.0
Implementation of Features Maximization Metric, an unbiased metric aimed at estimate the quality ...
2 versions - Latest release: 6 months ago - 1 dependent repositories - 14 downloads last month - 2 stars on GitHub - 1 maintainer
zoish 5.0.4
Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature...
36 versions - Latest release: 3 months ago - 1 dependent package - 250 downloads last month - 11 stars on GitHub - 1 maintainer
l0learn 0.4.3
L0Learn is a highly efficient framework for solving L0-regularized learning problems.
3 versions - Latest release: 4 months ago - 1 dependent repositories - 99 downloads last month - 91 stars on GitHub - 1 maintainer
ncfs 0.1.2
Python implementation of Neighborhood Component Feature Selection (NCFS)
3 versions - Latest release: almost 2 years ago - 1 dependent repositories - 38 downloads last month - 1 stars on GitHub - 1 maintainer
cascade-ml 0.13.1
ML-Engineering library
23 versions - Latest release: 5 months ago - 1 dependent package - 144 downloads last month - 16 stars on GitHub - 1 maintainer
xypy 0.0.7
A simulation framework for supervised learning data. The functionalities are specifically ...
2 versions - Latest release: about 5 years ago - 1 dependent repositories - 18 downloads last month - 2 stars on GitHub - 1 maintainer
tracta-ml 1.2.5
Combined hyper-parameter optimization and feature selection for machine learning models usin...
7 versions - Latest release: about 6 years ago - 1 dependent repositories - 42 downloads last month - 4 stars on GitHub - 1 maintainer
s-rank 0.6.1
A basic implementation of the Scalable RANK Algorithm, for feature selection in unsupervised lear...
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 80 downloads last month - 6 stars on GitHub - 1 maintainer
skrobot 1.0.13
skrobot is a Python module for designing, running and tracking Machine Learning experiments / tas...
11 versions - Latest release: over 3 years ago - 1 dependent repositories - 36 downloads last month - 23 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
skfeature-chappers 1.1.0
Unofficial Fork of Feature Selection Repository in Python (DMML Lab@ASU)
4 versions - Latest release: over 2 years ago - 7 dependent repositories - 2.57 thousand downloads last month - 25 stars on GitHub - 1 maintainer
Top 7.0% on pypi.org
shap-hypetune 0.2.7
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boos...
10 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 1.83 thousand downloads last month - 524 stars on GitHub - 1 maintainer
scmer 0.1.3
Manifold preserving marker selection for single-cell data
9 versions - Latest release: 5 months ago - 1 dependent repositories - 47 downloads last month - 22 stars on GitHub - 1 maintainer
scikit-radiomics 1.0.0
Radiomics for medical image
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 14 downloads last month - 11 stars on GitHub - 1 maintainer
recursivefeatureselector 1.3.8 removed
Recursively selecting features for machine learning task.
21 versions - Latest release: almost 3 years ago - 0 stars on GitHub - 1 maintainer
qdscreen 0.6.4
Quasi-determinism screening for fast Bayesian Network Structure Learning (from T.Rahier's PhD the...
6 versions - Latest release: about 1 year ago - 1 dependent repositories - 99 downloads last month - 2 stars on GitHub - 1 maintainer
pyopls 20.3.post1
Orthogonal Projection to Latent Structures
3 versions - Latest release: about 4 years ago - 1 dependent repositories - 264 downloads last month - 55 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
pymrmr 0.1.11
Python3 binding to mRMR Feature Selection algorithm
10 versions - Latest release: over 3 years ago - 1 dependent package - 5 dependent repositories - 1.59 thousand downloads last month - 138 stars on GitHub - 1 maintainer
pyhsiclasso 1.4.2
Supervised, nonlinear feature selection method for high-dimensional datasets.
13 versions - Latest release: about 5 years ago - 1 dependent repositories - 375 downloads last month - 162 stars on GitHub - 2 maintainers
nlptoolkit-classification 1.0.16
Classification library
17 versions - Latest release: about 1 year ago - 1 dependent repositories - 66 downloads last month - 11 stars on GitHub - 1 maintainer
nlptoolkit-classification-cy 1.0.8
Classification library
9 versions - Latest release: about 1 year ago - 1 dependent repositories - 32 downloads last month - 0 stars on GitHub - 1 maintainer
naive-feature-selection 0.0.1
Naive Feature Selection
1 version - Latest release: over 4 years ago - 1 dependent repositories - 97 downloads last month - 8 stars on GitHub - 1 maintainer
mufs 0.1.3
Multi Feature Selection
3 versions - Latest release: almost 2 years ago - 1 dependent package - 1 dependent repositories - 55 downloads last month - 6 stars on GitHub - 1 maintainer
mlfeatureselection 0.0.9
Features selection algorithm based on self selected algorithm, loss function and validation method
42 versions - Latest release: about 5 years ago - 1 dependent repositories - 15 downloads last month - 657 stars on GitHub - 1 maintainer
kts 0.4.0
A framework for fast and interactive conducting machine learning experiments on tabular data
146 versions - Latest release: about 4 years ago - 1 dependent repositories - 929 downloads last month - 17 stars on GitHub - 1 maintainer
karman 1.0.1
A client for the ablator feature-switching server
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 10 downloads last month - 59 stars on GitHub - 1 maintainer
jostar 0.0.4
Feature Selection Module for Data Sciences in Python
4 versions - Latest release: about 2 years ago - 1 dependent repositories - 50 downloads last month - 11 stars on GitHub - 1 maintainer
ilearnplus 1.5
A comprehensive and automated machine-learning platform for nucleic acid and protein sequence ana...
4 versions - Latest release: about 2 months ago - 1 dependent repositories - 118 downloads last month - 81 stars on GitHub - 1 maintainer
ifree 1.1.1
i love freedom, free my hand.
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 25 downloads last month - 6 stars on GitHub - 1 maintainer
ife 0.0.3
You can get a nice global image feature!
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 23 downloads last month - 2 stars on GitHub - 1 maintainer
hypper 0.0.5
Hypergraph-based data mining tool for binary classification.
5 versions - Latest release: almost 2 years ago - 1 dependent repositories - 38 downloads last month - 3 stars on GitHub - 1 maintainer
happy-learning 0.5.0
Toolbox for reinforced developing of machine learning models (as proof-of-concept)
49 versions - Latest release: about 1 year ago - 1 dependent repositories - 379 downloads last month - 3 stars on GitHub - 1 maintainer
fseval 3.1.0
Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀
12 versions - Latest release: over 1 year ago - 1 dependent repositories - 90 downloads last month - 18 stars on GitHub - 1 maintainer
fri 8.1.0
Implementation of Feature Relevance Bounds method to perform Feature Selection and further analysis.
22 versions - Latest release: over 3 years ago - 1 dependent repositories - 118 downloads last month - 8 stars on GitHub - 1 maintainer
feature-selection-ga 0.1.3
Feature Selection using Genetic Algorithm (DEAP Framework)
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 60 downloads last month - 334 stars on GitHub - 1 maintainer
featurefilter 0.13
A Python library for removing uninformative variables from datasets
1 version - Latest release: about 5 years ago - 1 dependent repositories - 11 downloads last month - 0 stars on GitHub - 1 maintainer
edaspy 1.1.4
EDAspy is a Python package that implements Estimation of Distribution Algorithms. EDAspy allows t...
10 versions - Latest release: 30 days ago - 1 dependent repositories - 160 downloads last month - 38 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
dominance-analysis 1.1.9
Dominance Analysis
26 versions - Latest release: about 1 year ago - 1 dependent repositories - 1.65 thousand downloads last month - 143 stars on GitHub - 4 maintainers
documentfeatureselection 1.4.1
Various methods of feature selection from Text Data
19 versions - Latest release: over 5 years ago - 1 dependent repositories - 146 downloads last month - 45 stars on GitHub - 1 maintainer
dnn-locate 0.2
dnn-locate is a Python module for discriminative features localization based on neural networks.
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 18 downloads last month - 7 stars on GitHub - 1 maintainer
dnn-inference 0.16
Dnn-Inference is a Python module for hypothesis testing based on deep neural networks.
16 versions - Latest release: almost 2 years ago - 1 dependent repositories - 55 downloads last month - 15 stars on GitHub - 1 maintainer
depynd 0.6.4
Evaluating dependencies among random variables.
26 versions - Latest release: over 5 years ago - 1 dependent repositories - 82 downloads last month - 8 stars on GitHub - 1 maintainer
cvopt 0.4.3
Parameter search and feature selection's class, Integrated visualization and archive log.
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 114 downloads last month - 13 stars on GitHub - 1 maintainer
concrete-autoencoder 0.0.1
An implementation of Concrete Autoencoders
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 30 downloads last month - 106 stars on GitHub - 1 maintainer
colin-mico 0.1.0a0
MICO: Mutual Information and Conic Optimization for feature selection.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 25 downloads last month - 17 stars on GitHub - 1 maintainer
genetic-algorithm-nas 0.1.7 removed
Feature Selection using Genetic Algorithm (DEAP Framework)
11 versions - Latest release: about 1 year ago - 283 stars on GitHub - 1 maintainer
Top 6.3% on pypi.org
boostaroota 1.3
A Fast XGBoost Feature Selection Algorithm
3 versions - Latest release: over 6 years ago - 1 dependent package - 2 dependent repositories - 4.94 thousand downloads last month - 209 stars on GitHub - 1 maintainer
bess 0.0.13
bess Python Package
12 versions - Latest release: about 3 years ago - 1 dependent repositories - 185 downloads last month - 17 stars on GitHub - 1 maintainer
ball 0.2.9
Ball: A Python Package for Detecting Distribution Difference and Association in Metric Spaces
11 versions - Latest release: about 4 years ago - 1 dependent repositories - 285 downloads last month - 24 stars on GitHub - 3 maintainers
outrank 0.97.0
OutRank: Feature ranking for massive sparse data sets.
16 versions - Latest release: about 1 month ago - 81 downloads last month - 10 stars on GitHub - 1 maintainer
stg 0.1.2
feature selection using stochastic gates
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 111 downloads last month - 92 stars on GitHub - 1 maintainer
Top 3.7% on pypi.org
featurewiz 0.5.7
Select Best Features from your data set - any size - now with XGBoost!
162 versions - Latest release: 3 months ago - 2 dependent packages - 5 dependent repositories - 7.29 thousand downloads last month - 544 stars on GitHub - 1 maintainer
ciara-python 1.0.4
"Cluster Independent Algorithm for the identification of RAre cell types."
6 versions - Latest release: over 1 year ago - 52 downloads last month - 7 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
klib 1.1.2 💰
Customized data preprocessing functions for frequent tasks.
61 versions - Latest release: 10 months ago - 1 dependent package - 12 dependent repositories - 23.9 thousand downloads last month - 478 stars on GitHub - 1 maintainer
chopin2 1.0.8
Supervised Classification with Hyperdimensional Computing
11 versions - Latest release: 3 months ago - 1 dependent repositories - 30 downloads last month - 8 stars on GitHub - 1 maintainer
sngramextractor 0.0.6
Implementation of syntactic n-grams (sn-gram) extraction
6 versions - Latest release: 9 months ago - 1 dependent repositories - 51 downloads last month - 12 stars on GitHub - 1 maintainer
textfeatureselection 0.3.0
Python library for feature selection for text features. It has filter method, genetic algorithm a...
27 versions - Latest release: 9 months ago - 1 dependent repositories - 249 downloads last month - 47 stars on GitHub - 1 maintainer
Top 6.6% on pypi.org
adapt 0.4.4
Awesome Domain Adaptation Python Toolbox for Tensorflow and Scikit-learn
18 versions - Latest release: 5 months ago - 7 dependent repositories - 757 downloads last month - 268 stars on GitHub - 1 maintainer
adaptation 0.2.0
Awesome Domain Adaptation Package Toolbox for Tensorflow and Scikit-learn
4 versions - Latest release: almost 3 years ago - 1 dependent repositories - 81 downloads last month - 268 stars on GitHub - 1 maintainer
pyallffs 0.1
All Filter Feature Selection Methods
1 version - Latest release: about 1 month ago - 26 downloads last month - 0 stars on GitHub - 1 maintainer
fpcmci 4.4.1
A causal discovery Python package
14 versions - Latest release: 3 months ago - 56 downloads last month - 5 stars on GitHub - 1 maintainer
kxy 1.4.11
A Powerful Serverless Pre-Learning and Post-Learning Analysis Toolkit
147 versions - Latest release: almost 2 years ago - 1 dependent repositories - 730 downloads last month - 47 stars on GitHub - 2 maintainers
Top 4.6% on pypi.org
nvtabular 23.8.0
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly...
34 versions - Latest release: 9 months ago - 24 dependent repositories - 3.9 thousand downloads last month - 1,008 stars on GitHub - 3 maintainers
recfeatureselect 0.3.1
De-correlated feature selection via recursion.
4 versions - Latest release: about 3 years ago - 1 dependent repositories - 33 downloads last month - 0 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
abess 0.4.8
abess: Fast Best Subset Selection
18 versions - Latest release: 18 days ago - 1 dependent package - 1 dependent repositories - 4.44 thousand downloads last month - 426 stars on GitHub - 3 maintainers
Top 4.6% on pypi.org
autofeat 2.1.2
Automatic Feature Engineering and Selection Linear Prediction Model
27 versions - Latest release: 10 months ago - 1 dependent package - 7 dependent repositories - 4.34 thousand downloads last month - 471 stars on GitHub - 1 maintainer
forwardstepwisefeatureselection 1.3.9
Performaning feature selection in forward stepwise selection maner.
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 26 downloads last month - 0 stars on GitHub - 1 maintainer
algorithms-abhay 0.0.1
A small package that provide access to basic ml alogrithms
1 version - Latest release: over 3 years ago - 27 downloads last month - 0 stars on GitHub - 1 maintainer
evopreprocess 0.5.0
Data Preprocessing with Evolutionary and Nature Inspired Algorithms.
15 versions - Latest release: about 1 year ago - 1 dependent repositories - 147 downloads last month - 7 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 68 python 42 feature-engineering 28 data-science 27 scikit-learn 18 feature-extraction 14 deep-learning 12 feature 11 selection 10 feature selection 9 automl 9 machine learning 8 genetic-algorithm 7 machine-learning-algorithms 7 model-selection 6 optimization 6 learning 5 data science 5 feature-importance 5 subset-selection 4 supervised-learning 4 mutual-information 4 data 4 classification 4 deap 4 machinelearning 4 preprocessing 4 evolutionary-algorithms 4 machine 4 features 4 Feature Selection 4 clustering 4 DEAP 3 xgboost 3 kaggle 3 data-preprocessing 3 hyperparameter-optimization 3 deep-neural-networks 3 time-series 3 statistical-tests 3 shap 3 automated-feature-engineering 3 hyperparameter-tuning 3 classification-algorithm 3 regression 3 pypi 3 ensemble-learning 3 science 3 python-library 3 feature engineering 3 nlp 3 decision-tree-classifier 3 dimensionality-reduction 3 cox-model 2 neural-network-initialization 2 hard-voting-classifier 2 genetic algorithm 2 pca 2 sparse-neural-network 2 naive-bayes-classifier 2 keras 2 dataset-manager 2 decision-stumps 2 bootstrapping 2 interpretable-ai 2 rocchio-algorithm 2 binary-classification 2 linear-discriminant-analysis 2 linear-regression 2 multilayer-perceptron 2 multilayer-perceptron-network 2 lvq 2 neural-network 2 quadratic-discriminant-analysis 2 random-forest-classifier 2 prototype-based-models 2 neural-networks 2 correlation 2 nlp-library 2 natural-language-processing 2 reduction 2 dimentionality 2 elimination 2 computer 2 Genetic Algorithm 2 select 2 data-analysis 2 recursion 2 recursive 2 poisson-regression 2 radiomics 2 statistics 2 sure-independence-screening 2 algorithms 2 bagging-trees 2 xai 2 information-theory 2 zero-shot-learning 2 transfer-learning 2 tensorflow 2