scikit-learn | Ecosyste.ms: Awesome

https://github.com/jayboxyz/deeplearning-cv-notes

:notebook: DeepLearning and CV notes.

deeplearning matlab matplotlib numpy opencv python scikit-learn tensorflow

Last synced: 06 Apr 2025

https://github.com/jadianes/winerama-recommender-tutorial

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

django pandas python recommender-system scikit-learn tutorial wine

Last synced: 05 Apr 2025

https://github.com/chokkan/mlnote

機械学習帳

matplotlib numpy python pytorch scikit-learn

Last synced: 02 May 2026

https://github.com/jasonlaska/spherecluster

Clustering routines for the unit sphere

circular-statistics clustering-algorithm directional-statistics k-means sampling scikit-learn spherical-k-means sphericalclustering von-mises-fisher

Last synced: 24 Jan 2026

https://github.com/krasserm/machine-learning-notebooks

Stanford Machine Learning course exercises implemented with scikit-learn

machine-learning scikit-learn

Last synced: 06 Apr 2025

https://github.com/mikekeith52/scalecast

The practitioner's forecasting library

auto-ml data-science deep-learning easy-to-use forecasting keras lstm machine-learning mase msis pandas python recurrent-neural-networks scikit-learn scikit-learn-python smape time-series vecm

Last synced: 19 Jun 2025

https://github.com/demfier/multimodal-speech-emotion-recognition

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

iemocap librosa lstm multimodal-emotion-recognition pandas python3 pytorch scikit-learn speech-emotion-recognition

Last synced: 01 May 2025

https://github.com/IBM/lale

Library for Semi-Automated Data Science

artificial-intelligence automated-machine-learning automl data-science dataquality hyperparameter-optimization hyperparameter-search hyperparameter-tuning ibm-research ibm-research-ai interoperability machine-learning pipeline-testing pipeline-tests python scikit-learn

Last synced: 09 May 2025

https://github.com/ibm/lale

Library for Semi-Automated Data Science

artificial-intelligence automated-machine-learning automl data-science dataquality hyperparameter-optimization hyperparameter-search hyperparameter-tuning ibm-research ibm-research-ai interoperability machine-learning pipeline-testing pipeline-tests python scikit-learn

Last synced: 14 May 2025

https://github.com/adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

adversarial-learning adversarial-networks dann deep-learning domain-adaptation feature-selection few-shot-learning generalization importance-sampling machine-learning python regularization-parameters scikit-learn tensorflow transfer-learning zero-shot-learning

Last synced: 15 May 2025

https://github.com/rodrigo-arenas/sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.

artificial-intelligence automl begginer-friendly contributions-welcome deap evolutionary-algorithms feature-selection featureselection good-first-issue goodfirstissue help-wanted hyperparameter-optimization hyperparameters looking-for-contributors machine-learning model-selection python scikit-learn sklearn up-for-grabs

Last synced: 15 May 2025

https://github.com/upgini/upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

automated-feature-engineering automl automl-pipeline chatgpt data-enrichment data-science feature-engineering feature-extraction feature-selection features kaggle kaggle-solution large-language-models llm machine-learning open-data open-datasets public-data python-library scikit-learn

Last synced: 15 May 2025

https://github.com/abess-team/skscope

skscope: Sparse-Constrained OPtimization via itErative-solvers

auto-differentiation jax non-convex-optimization nonlinear-optimization python scikit-learn sparsity-optimization

Last synced: 15 May 2025

https://github.com/usnistgov/jarvis

JARVIS-Tools: an open-source software package for data-driven atomistic materials design. Publications: https://scholar.google.com/citations?user=3w6ej94AAAAJ https://www.youtube.com/watch?v=2-XHeC8gbeY

ai atomistic-simulations dft lammps materials-informatics md mgi pytorch quantum-computing scikit-learn tensorflow vasp

Last synced: 14 May 2025

https://github.com/nevilparmar11/attendance-management-system-using-face-recognition

Attendance Management system using face recognition.

django dlib dlib-face-detection face-detection face-recognition python python3 scikit-learn

Last synced: 06 Apr 2025

https://github.com/bjpcjp/scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

deep-learning scikit-learn tensorflow tensorflow-tutorials

Last synced: 04 Sep 2025

https://github.com/charles9n/bert-sklearn

a sklearn wrapper for Google's BERT model

bert conll-2003 language-model named-entity-recognition natural-language-processing ner nlp pytorch scikit-learn transfer-learning

Last synced: 05 Apr 2025

https://github.com/amirziai/sklearnflask

Flask API for training and predicting using scikit learn models

flask scikit-learn

Last synced: 27 Oct 2025

https://github.com/anujdutt9/disease-prediction-from-symptoms

Disease Prediction based on Symptoms.

disease-prediction machine-learning pandas python3 scikit-learn scikitlearn-machine-learning

Last synced: 05 Apr 2025

https://github.com/rickiepark/hg-mldl

<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.

deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 16 May 2025

https://github.com/Ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 18 Jul 2025

https://github.com/microsoft/NimbusML

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 18 Apr 2025

https://github.com/microsoft/nimbusml

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 07 Oct 2025

https://github.com/ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 16 May 2025

https://github.com/hayatoy/ml-forex-prediction

Predicting Forex Future Price with Machine Learning

forex-prediction machine-learning ml python scikit-learn

Last synced: 06 Apr 2025

https://github.com/rasgointelligence/feature-engineering-tutorials

Data Science Feature Engineering and Selection Tutorials

data-cleaning data-science exploratory-data-analysis feature-engineering feature-selection features jupyter machine-learning notebook pandas pandas-profiling pyrasgo python scikit-learn sweetviz tutorial tutorials xgboost

Last synced: 14 Jun 2025

https://github.com/HusseinYoussef/Arabic-OCR

OCR system for Arabic language that converts images of typed text to machine-encoded text.

arabic character-segmentation computer-vision dataset image-processing machine-learning neural-network ocr opencv-python scikit-learn segmentation

Last synced: 02 Apr 2025

https://github.com/Hydrospheredata/hydro-serving

MLOps Platform

machine-learning models pipelines realtime scikit-learn scoring serverless serving spark tensorflow

Last synced: 15 Mar 2025

https://github.com/hydrospheredata/hydro-serving

MLOps Platform

machine-learning models pipelines realtime scikit-learn scoring serverless serving spark tensorflow

Last synced: 16 May 2025

https://github.com/aipredict/ai-deployment

关注AI模型上线、模型部署

deploy keras lightgbm mxnet onnx pmml pyspark pytorch scikit-learn spark-ml tensorflow xgboost

Last synced: 27 Mar 2025

https://github.com/jrbadiabo/bet-on-sibyl

Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)

algorithms beautifulsoup machine-learning machine-learning-algorithms machinelearning predictive-analysis python python-2 scikit-learn selenium sports-stats sportsanalytics web-crawling web-scraping

Last synced: 13 Apr 2025

https://github.com/bodo-ai/bodo

High-Performance Python Compute Engine for Data and AI

ai artificial-intelligence big-data data-science distributed machine-learning numpy optimization pandas parallel-computing pydata python scikit-learn sql

Last synced: 15 May 2025

https://github.com/semasuka/credit-card-approval-prediction-classification

Credit risk analysis for credit card applicants

binary-classification card credit-card credit-risk-analysis machine-learning numpy pandas python python3 scikit-learn streamlit

Last synced: 12 Apr 2025

https://github.com/aramis-lab/clinica

Software platform for clinical neuroimaging studies

ants bids-format brainweb freesurfer fsl machine-learning mrtrix3 neuroimaging neuroscience python scikit-learn spm

Last synced: 07 Aug 2025

https://github.com/ksopyla/svm_mnist_digit_classification

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

mnist-classification scikit-learn scikitlearn-mnist support-vector-machine svm-mnist svm-mnist-classification

Last synced: 30 Jan 2026

https://github.com/joelowj/machine-learning-and-reinforcement-learning-in-finance

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

coursera finance machine-learning python reinforcement-learning scikit-learn tensorflow tensorflow-examples

Last synced: 08 Mar 2026

https://github.com/aws-samples/amazon-sagemaker-local-mode

Amazon SageMaker Local Mode Examples

amazon-sagemaker catboost dask delta-lake gensim-word2vec hdbscan-clustering-algorithm huggingface huggingface-transformers lightgbm machine-learning prophet prophet-model pycharm pytorch pytorch-training sagemaker sagemaker-processing scikit-learn tensorflow tensorflow-training

Last synced: 16 May 2025

https://github.com/skggm/skggm

Scikit-learn compatible estimation of general graphical models

concentration-graph covariance-matrix ensemble-learning gaussian-graphical-models general-graphical-models graphical-lasso graphical-models machine-learning nonparametric precision-matrix rank-correlation scikit-learn skggm

Last synced: 04 Apr 2025

https://github.com/adriangb/scikeras

Scikit-Learn API wrapper for Keras.

data-science deep-learning deep-neural-networks keras machine-learning python scikit-learn tensorflow wrappers

Last synced: 14 May 2025

https://github.com/sidroopdaska/selfdrivingcar

A collection of all projects pertaining to different layers in the SDC software stack

backpropagation behavioral-cloning classification computational-graphs computer-vision deep-learning deep-learning-library deep-neural-networks keras lane-lines-detection lane-tracking opencv python3 scikit-image scikit-learn self-driving-car tensorflow vehicle-detection-and-tracking

Last synced: 04 Oct 2025

https://github.com/pymc-learn/pymc-learn

pymc-learn: Practical probabilistic machine learning in Python

pymc3 pymc4 scikit-learn

Last synced: 25 Jul 2025

https://github.com/Mishima-syk/py4chemoinformatics

Python for chemoinformatics

cheminformatics chemoinformatics jupyter python rdkit scikit-learn

Last synced: 28 Mar 2025

https://github.com/ikki407/stacking

Stacked Generalization (Ensemble Learning)

ensemble ensemble-learning prediction scikit-learn stacking xgboost

Last synced: 07 Apr 2025

https://github.com/carlomazzaferro/scikit-hts

Hierarchical Time Series Forecasting with a familiar API

exponential-smoothing fbprophet hierarchical-data machine-learning scikit-learn statsmodels time-series time-series-analysis

Last synced: 04 Apr 2025

https://github.com/milesgranger/gap_statistic

Dynamically get the suggested clusters in the data for unsupervised learning.

cluster cluster-count clustering kmeans python scikit-learn unsupervised unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/rickiepark/introduction_to_ml_with_python

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

deep-learning machine-learning matplotlib numpy pandas python scikit-learn scipy

Last synced: 06 Oct 2025

https://github.com/ocademy-ai/machine-learning

Learn AI together, for free. AI learning and teaching resources for everyone.

ai data-engineering data-science deep-learning jupyter jupyter-notebook machine-learning ml mlops python scikit-learn visualization

Last synced: 16 Apr 2025

https://github.com/rhiever/sklearn-benchmarks

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

benchmarking machine-learning python scikit-learn

Last synced: 21 Aug 2025

https://github.com/ygzwqzd/lamda-ssl

30 Semi-Supervised Learning Algorithms

automl computer-vision deep-learning generative-model gnn graph inductive-learning machine-learning natural-language-processing neural-network python pytorch scikit-learn self-supervised-learning semi-supervised-learning support-vector-machine svm tabular-data toolkit transductive-learning

Last synced: 05 Apr 2025

https://github.com/casact/chainladder-python

Actuarial reserving in Python

actuarial actuary chainladder estimators pandas python reserving scikit-learn

Last synced: 15 May 2025

https://github.com/giacbrd/shallowlearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec

Last synced: 08 Oct 2025

https://github.com/giacbrd/ShallowLearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec

Last synced: 19 Jul 2025

https://github.com/transitive-bullshit/scikit-learn-ts

Powerful machine learning library for Node.js – uses Python's scikit-learn under the hood.

ai machine-learning ml scikit-learn sklearn sklearn-library

Last synced: 04 Apr 2025

https://github.com/pangeo-data/scikit-downscale

Statistical climate downscaling in Python

climate downscaling scikit-learn xarray

Last synced: 05 May 2026

https://github.com/savan77/Practical-Machine-Learning-With-Python

Machine Learning Tutorials in Python

machine-learning machine-learning-tutorials python scikit-learn tensorflow

Last synced: 19 Jul 2025

https://github.com/nabeel-oz/qlik-py-tools

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

advanced-analytics advanced-analytics-integration analytics clustering data-science deep-learning facebook-prophet fbprophet forecasting hdbscan keras machine-learning predictive-analytics python qlik qlik-oss qlik-sense scikit-learn server-side-extension sklearn

Last synced: 09 Mar 2026

https://github.com/basicv8vc/Python-Machine-Learning-zh

Python机器学习，机器学习入门首选。

machine-learning python scikit-learn

Last synced: 06 May 2025

https://github.com/bosch-aisecurity-aishield/watchtower

AIShield Watchtower: Dive Deep into AI's Secrets! 🔍 Open-source tool by AIShield for AI model insights & vulnerability scans. Secure your AI supply chain today! ⚙️🛡️

adversarial-attacks aisec keras mlops mlsecops pytorch safetensors scikit-learn security security-automation security-tools supply-chain tensorflow vulnerability-scanners

Last synced: 18 Apr 2025

https://github.com/epistasislab/tpot2

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

adsp ag066833 aiml alzheimer alzheimers automated-machine-learning automation automl data-science feature-engineering gradient-boosting hyperparameter-optimization lm010098 machine-learning model-selection nia parameter-tuning python random-forest scikit-learn

Last synced: 09 Apr 2025

https://github.com/arogozhnikov/hep_ml

Machine Learning for High Energy Physics.

boosting-algorithms high-energy-physics machine-learning neural-networks python reweighting-algorithms scikit-learn splot

Last synced: 15 May 2025

https://github.com/superkogito/voice-based-gender-recognition

:sound: :boy: :girl:Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

data-science gaussian-mixture-models gender gender-classification gender-detection gender-recognition gender-recognition-by-voice gmm machine-learning mel-frequencies mfcc scikit-learn scikit-learn-python signal speaker speech vocal voice

Last synced: 04 Apr 2025

https://github.com/softwareag/nyoka

Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).

lightgbm machine-learning nyoka pmml pmml-exporter python python-library scikit-learn statsmodels xgboost

Last synced: 04 Apr 2025

https://github.com/omnata-labs/dbt-ml-preprocessing

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.

bigquery dbt redshift scikit-learn snowflake

Last synced: 07 May 2025

https://github.com/alisonmitchell/stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

beautifulsoup bert gensim huggingface keras-tensorflow machine-learning matplotlib mplfinance nlp nltk numpy pandas plotly python scikit-learn scipy seaborn spacy textblob yfinance

Last synced: 04 Apr 2025

https://github.com/maxent-ai/converse

Conversational text Analysis using various NLP techniques

callcenter-analysis conversational-ai emotion-recognition huggingface machine-learning nlp nlu pytorch scikit-learn sentiment-analysis spacy speech-to-text text text-mining topic-modeling transformers

Last synced: 15 Feb 2026

https://github.com/vanderschaarlab/hyperimpute

A framework for prototyping and benchmarking imputation methods

data-science imputation imputation-algorithm machine-learning machine-learning-prerequisites preprocessing-data python scikit-learn

Last synced: 07 Apr 2025

https://github.com/anthdm/ml-email-clustering

Email clustering with machine learning

clustering data-science machine-learning scikit-learn

Last synced: 14 May 2025

https://github.com/ditikrushna/end-to-end-diabetes-prediction-application-using-machine-learning

In this project, the objective is to predict whether the person has Diabetes or not based on various features like Number of Pregnancies, Insulin Level, Age, BMI.

deployment diabetes-prediction end end-end-machine-learning-project end-to-end-machine-learning flask health-data heroku machine-learnin-model-deplyment machine-learning machine-learning-algorithms machine-learning-mini-project mini-project-on-machine-learning mini-projects scikit-learn

Last synced: 04 Apr 2025

https://github.com/hhhrrrttt222111/ds_and_ml_projects

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

data-science data-visualization hacktoberfest keras keras-tensorflow knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms matplotlib naive-bayes-classifier opencv python scikit-learn seaborn tensorflow

Last synced: 23 Aug 2025

https://github.com/mogeng/iohmm

Input Output Hidden Markov Model (IOHMM) in Python

graphical-models hidden-markov-model linear-models machine-learning python scikit-learn semi-supervised-learning sequence-labeling sequence-to-sequence statsmodels supervised-learning time-series unsupervised-learning

Last synced: 11 Jun 2025

https://github.com/mihail911/fake-news

Building a fake news detector from initial ideation to model deployment

deeplearning machinelearning mlops natural-language-processing nlp pytorch scikit-learn

Last synced: 10 Mar 2026

https://github.com/aminehorseman/facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

facial-expression-recognition fer2013 hog hog-features machine-learning python scikit-learn sklearn svm svm-classifier

Last synced: 24 Oct 2025

https://github.com/amineHorseman/facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

facial-expression-recognition fer2013 hog hog-features machine-learning python scikit-learn sklearn svm svm-classifier

Last synced: 14 Mar 2025

https://github.com/scikit-activeml/scikit-activeml

scikit-activeml: Python library for active learning on top of scikit-learn

active-learning machine-learning python scikit-learn

Last synced: 15 May 2025

https://github.com/csinva/imodelsX

Interpret text data using LLMs (scikit-learn compatible).

ai deep-learning explainability huggingface interpretability language-model machine-learning ml natural-language-processing natural-language-understanding neural-network pytorch scikit-learn text text-classification transformer-models xai

Last synced: 05 May 2025

https://github.com/cerlymarco/tspiral

A python package for time series forecasting with scikit-learn estimators.

autoregressive-forecasters autoregressive-modeling direct-forecasting exogenous-predictors forecasting multivariate-forecasting multivariate-timeseries python recursive-forecasting scikit-learn time-series timeseries timeseries-forecasting

Last synced: 07 Apr 2025

https://github.com/jalajthanaki/credit-risk-modelling

Credit Risk analysis by using Python and ML

credit-risk machine-learning numpy pandas python scikit-learn scipy

Last synced: 17 Sep 2025

https://github.com/tvdboom/atom

Automated Tool for Optimized Modelling

automl dagshub data-exploration data-pipeline data-science interactive-visualizations machine-learning mlflow model-predictions modelling python scikit-learn shap visualization

Last synced: 06 Apr 2025

https://github.com/plotly/dash-svm

Interactive SVM Explorer, using Dash and scikit-learn

dash plotly-dash scikit-learn svm

Last synced: 14 May 2025

https://scaleoutsystems.github.io/fedn/

FEDn: An enterprise-ready and vendor-agnostic federated learning platform.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 10 May 2025

https://github.com/scaleoutsystems/fedn

FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 15 May 2025

https://github.com/tirthajyoti/Interactive_Machine_Learning

IPython widgets, interactive plots, interactive machine learning

analytics animation classification data-science interactive jupyter-notebook machine-learning python regression scikit-learn statistics supervised-learning

Last synced: 19 Jul 2025

https://github.com/tirthajyoti/interactive_machine_learning

IPython widgets, interactive plots, interactive machine learning

analytics animation classification data-science interactive jupyter-notebook machine-learning python regression scikit-learn statistics supervised-learning

Last synced: 21 Aug 2025

https://github.com/rxavier/poniard

Streamline scikit-learn model comparison.

machine-learning python scikit-learn

Last synced: 17 Jan 2026

https://github.com/soluto/python-flask-sklearn-docker-template

A simple example of python api for real time machine learning, using scikit-learn, Flask and Docker

docker flask python scikit-learn sklearn soluto-open-source

Last synced: 30 Sep 2025

https://github.com/dipanjans/nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

deep-learning gensim jupyter-notebook machine-learning natural-language-processing nltk python pytorch scikit-learn spacy tensorflow transfer-learning transformers