Description
This library provides a set of tools that can be useful in many machine
learning applications (classification, clustering, regression, etc.), and
particularly helpful if you use scikit-learn (although this can work if
you have a different algorithm).
Most machine learning problems involve an step of feature definition and
preprocessing. Feature Forge helps you with:
Feature Forge alternatives and similar packages
Based on the "Machine Learning" category.
Alternatively, view Feature Forge alternatives based on common mentions on social networks and blogs.
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tensorflow
An Open Source Machine Learning Framework for Everyone -
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow -
gym
A toolkit for developing and comparing reinforcement learning algorithms. -
PaddlePaddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署) -
CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit -
Prophet
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TFLearn
Deep learning library featuring a higher-level API for TensorFlow. -
H2O
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc. -
NuPIC
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex. -
Pyro.ai
Deep universal probabilistic programming with Python and PyTorch -
Surprise
A Python scikit for building and analyzing recommender systems -
Pylearn2
Warning: This project does not have any current developer. See bellow. -
LightFM
A Python implementation of LightFM, a hybrid recommendation algorithm. -
Sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA. -
skflow
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning -
Clairvoyant
Software designed to identify and monitor social/historical cues for short term stock movement -
Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave -
python-recsys
A python library for implementing a recommender system -
karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) -
awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities. -
Crab
Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (numpy, scipy, matplotlib). -
adaptive
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions -
seqeval
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...) -
Xorbits
Scalable Python DS & ML, in an API compatible & lightning fast way. -
TrueSkill, the video game rating system
An implementation of the TrueSkill rating system for Python -
rwa
Machine Learning on Sequential Data Using a Recurrent Weighted Average -
SciKit-Learn Laboratory
SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments. -
Data Flow Facilitator for Machine Learning (dffml)
The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease. -
brew
Multiple Classifier Systems and Ensemble Learning Library in Python. -
bodywork
ML pipeline orchestration and model deployments on Kubernetes, made really easy. -
MLP Classifier
A handwritten multilayer perceptron classifer using numpy. -
OptaPy
OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems. -
vowpal_porpoise
lightweight python wrapper for vowpal wabbit -
omega-ml
MLOps simplified. From ML Pipeline ⇨ Data Product without the hassle -
ChaiPy
A developer interface for creating advanced chatbots for the Chai app. -
neptune-contrib
This library is a location of the LegacyLogger for PyTorch Lightning. -
tfgraphviz
A visualization tool to show a TensorFlow's graph like TensorBoard
Updating dependencies is time-consuming.
* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.
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