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The Top 23 Python Predictive Modeling Open Source Projects

Open source projects categorized as Python Predictive Modeling
Categories > Machine Learning > Predictive Modeling
Islr Python ⭐ 3,742
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
most recent commit a year ago
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29most recent commit 7 months ago
Retentioneering Tools ⭐ 715
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.
total releases 42most recent commit 5 months ago
Openchem ⭐ 450
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
most recent commit 2 years ago
Timemachines ⭐ 368
Predict time-series with one line of code.
dependent packages 3total releases 77most recent commit 10 months agopypi timemachines} Downloads
Contrastive Predictive Coding ⭐ 269
Keras implementation of Representation Learning with Contrastive Predictive Coding
most recent commit 5 years ago
Stock Predictor ⭐ 250
Listens for Stock news on Twitter, performs sentiment analysis by mining information from an online news source, performs supervised predictive modeling and suggests buy or sell decisions of the stock. Computes portfolio returns over time.
most recent commit 10 years ago
Pyvtreat ⭐ 113
vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.
dependent packages 2total releases 42most recent commit 7 months agopypi vtreat} Downloads
Contrastive Predictive Coding Pytorch ⭐ 109
Contrastive Predictive Coding for Automatic Speaker Verification
most recent commit 4 years ago
Gameformer ⭐ 104
[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning
most recent commit 5 months ago
Micromlp ⭐ 81
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
most recent commit 3 years ago
Dsr ⭐ 51
[CoRL 2020] Learning 3D Dynamic Scene Representations for Robot Manipulation
most recent commit a year ago
Nba Predict ⭐ 46
Predicts Daily NBA Games Using a Logistic Regression Model
most recent commit 3 years ago
Predicting Myers Briggs Type Indicator With Recurrent Neural Networks ⭐ 41
most recent commit 3 years ago
Mljar Api Python ⭐ 38
A simple python wrapper over MLJAR API.
total releases 4most recent commit 6 years ago
Firets ⭐ 38
A python multi-variate time series prediction library working with sklearn
dependent packages 1total releases 9most recent commit 3 years agopypi fireTS} Downloads
User Profiling In Social Media ⭐ 22
Predicting gender, age and personality traits of a user from profile images, status and likes
most recent commit 6 years ago
Bitcoin Nn ⭐ 22
Predictive modeling for Bitcoin prices using LSTM and stacked neural nets
most recent commit 6 years ago
Automl_comparison ⭐ 22
Comparison of automatic machine learning libraries
most recent commit 6 years ago
Recommender System ⭐ 21
In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.
most recent commit 7 years ago
Pyncov 19 ⭐ 20
Flexible mechanistic epidemiological model to learn and predict the spread of COVID-19
total releases 7most recent commit 5 months ago
Zs Data Science Challenge ⭐ 19
A Data science challenge - "Mekktronix Sales Forecasting" organised by ZS through Hackerearth platform. Rank: 223 out of 4743.
most recent commit 6 years ago
Jd Prediction ⭐ 16
京东JData算法大赛-高潜用户购买意向预测
most recent commit 7 years ago
The 6 Most Depended On Python Predictive Modeling Open Source Projects
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29latest release January 15, 2023most recent commit 7 months ago
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Timemachines ⭐ 368
Predict time-series with one line of code.
dependent packages 3total releases 77latest release April 05, 2022most recent commit 10 months agopypi timemachines} Downloads
Atlantic ⭐ 10
Atlantic - Automated Data Preprocessing Framework for Supervised Machine Learning
dependent packages 1total releases 46latest release November 27, 2023most recent commit 3 months agopypi atlantic} Downloads
Firets ⭐ 38
A python multi-variate time series prediction library working with sklearn
dependent packages 1total releases 9latest release May 31, 2020most recent commit 3 years agopypi fireTS} Downloads
The 10 Latest Releases In Python Predictive Modeling Open Source Projects
Atlantic ⭐ 10
Atlantic - Automated Data Preprocessing Framework for Supervised Machine Learning
dependent packages 1total releases 46latest release November 27, 2023most recent commit 3 months agopypi atlantic} Downloads
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Trilearn ⭐ 12
Bayesian structure learning and classification in decomposable graphical models.
total releases 34latest release September 29, 2023most recent commit 3 months ago
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29latest release January 15, 2023most recent commit 7 months ago
Pytolemaic ⭐ 10
Toolbox for analysis of model's quality and model's description. For further details see
total releases 56latest release June 19, 2022most recent commit a year ago
Timemachines ⭐ 368
Predict time-series with one line of code.
dependent packages 3total releases 77latest release April 05, 2022most recent commit 10 months agopypi timemachines} Downloads
Pyncov 19 ⭐ 20
Flexible mechanistic epidemiological model to learn and predict the spread of COVID-19
total releases 7latest release August 14, 2021most recent commit 5 months ago
Pynmsnn ⭐ 11
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
total releases 3latest release July 20, 2021most recent commit 2 years ago
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